
A robot is a
machine—especially one
programmable by a
computer—capable of carrying out a complex series of actions automatically. A robot can be guided by an external control device, or the
control may be embedded within. Robots may be constructed to evoke
human form, but most robots are task-performing machines, designed with an emphasis on stark functionality, rather than expressive aesthetics.
Robots can be
autonomous
In developmental psychology and moral, political, and bioethical philosophy, autonomy, from , ''autonomos'', from αὐτο- ''auto-'' "self" and νόμος ''nomos'', "law", hence when combined understood to mean "one who gives oneself one's ...
or semi-autonomous and range from humanoids such as
Honda
is a Japanese public multinational conglomerate manufacturer of automobiles, motorcycles, and power equipment, headquartered in Minato, Tokyo, Japan.
Honda has been the world's largest motorcycle manufacturer since 1959, reaching a producti ...
's ''Advanced Step in Innovative Mobility'' (
ASIMO) and
TOSY's ''TOSY Ping Pong Playing Robot'' (
TOPIO) to
industrial robot
An industrial robot is a robot system used for manufacturing. Industrial robots are automated, programmable and capable of movement on three or more axes.
Typical applications of robots include robot welding, welding, painting, assembly, Circu ...
s,
medical operating robots, patient assist robots, dog therapy robots, collectively programmed
''swarm'' robots,
UAV drones
An unmanned aerial vehicle (UAV), commonly known as a drone, is an aircraft without any human pilot, crew, or passengers on board. UAVs are a component of an unmanned aircraft system (UAS), which includes adding a ground-based controller ...
such as
General Atomics MQ-1 Predator
The General Atomics MQ-1 Predator (often referred to as the predator drone) is an American remotely piloted aircraft (RPA) built by General Atomics that was used primarily by the United States Air Force (USAF) and Central Intelligence Agency ( ...
, and even microscopic
nano robots. By mimicking a lifelike appearance or automating movements, a robot may convey a sense of intelligence or
thought
In their most common sense, the terms thought and thinking refer to conscious cognitive processes that can happen independently of sensory stimulation. Their most paradigmatic forms are judging, reasoning, concept formation, problem solving, an ...
of its own.
Autonomous things are expected to proliferate in the future, with home robotics and the
autonomous car
A self-driving car, also known as an autonomous car, driver-less car, or robotic car (robo-car), is a car that is capable of traveling without human input.Xie, S.; Hu, J.; Bhowmick, P.; Ding, Z.; Arvin, F.,Distributed Motion Planning for S ...
as some of the main drivers.
The branch of technology that deals with the design, construction, operation, and application of robots,
as well as computer systems for their control, sensory feedback, and
information processing
Information processing is the change (processing) of information in any manner detectable by an observer. As such, it is a process that ''describes'' everything that happens (changes) in the universe, from the falling of a rock (a change in posi ...
is
robotics
Robotics is an interdisciplinarity, interdisciplinary branch of computer science and engineering. Robotics involves design, construction, operation, and use of robots. The goal of robotics is to design machines that can help and assist human ...
. These technologies deal with automated machines that can take the place of humans in dangerous environments or
manufacturing process
Manufacturing is the creation or production of goods with the help of equipment, labor, machines, tools, and chemical or biological processing or formulation. It is the essence of secondary sector of the economy. The term may refer to a ...
es, or resemble humans in appearance, behavior, or cognition. Many of today's robots are inspired by nature contributing to the field of
bio-inspired robotics
Bio-inspired robotic locomotion is a fairly new subcategory of bio-inspired design. It is about learning concepts from nature and applying them to the design of real-world engineered systems. More specifically, this field is about making robots th ...
. These robots have also created a newer branch of robotics:
soft robotics.
From the time of
ancient civilization, there have been many accounts of user-configurable automated devices and even
automata
An automaton (; plural: automata or automatons) is a relatively self-operating machine, or control mechanism designed to automatically follow a sequence of operations, or respond to predetermined instructions.Automaton – Definition and Mor ...
resembling humans and other animals, such as
animatronics
Animatronics refers to mechatronic puppets. They are a modern variant of the automaton and are often used for the portrayal of characters in films and in theme park attractions.
It is a multidisciplinary field integrating puppetry, anatomy ...
, designed primarily as entertainment. As mechanical techniques developed through the
Industrial age, there appeared more practical applications such as automated machines, remote-control and wireless
remote-control.
The term comes from a Slavic root, ''robot-'', with meanings associated with labor. The word 'robot' was first used to denote a fictional humanoid in a 1920
Czech-language play ''
R.U.R.'' ''(Rossumovi Univerzální Roboti – Rossum's Universal Robots)'' by
Karel Čapek
Karel Čapek (; 9 January 1890 – 25 December 1938) was a Czech writer, playwright and critic. He has become best known for his science fiction, including his novel '' War with the Newts'' (1936) and play '' R.U.R.'' (''Rossum's Universal ...
, though it was Karel's brother
Josef Čapek who was the word's true inventor.
Electronics evolved into the driving force of development with the advent of the first electronic autonomous robots created by
William Grey Walter
William Grey Walter (February 19, 1910 – May 6, 1977) was an American-born British neurophysiologist, cybernetician and robotician.
Early life and education
Walter was born in Kansas City, Missouri, United States, on 19 February 1910, the ...
in Bristol, England in 1948, as well as
Computer Numerical Control
Numerical control (also computer numerical control, and commonly called CNC) is the automated control of machining tools (such as drills, lathes, mills, grinders, routers and 3D printers) by means of a computer. A CNC machine processes ...
(CNC) machine tools in the late 1940s by
John T. Parsons and
Frank L. Stulen
Frank Lem Stulen (January 22, 1921 – June 25, 2010) graduated from Carnegie Mellon University (then Carnegie Tech) in 1942 with a degree in aeronautical engineering. After graduation, Stulen served in the U.S. Army Corps of Engineers and in the ...
.
The first modern digital and
programmable robot was invented by
George Devol in 1954 and spawned his seminal robotics company,
Unimation. The first
Unimate was sold to
General Motors in 1961 where it lifted pieces of hot metal from
die casting
Die casting is a metal casting process that is characterized by forcing molten metal under high pressure into a mold cavity. The mold cavity is created using two hardened tool steel dies which have been machined into shape and work similarly ...
machines at the
Inland Fisher Guide Plant in the
West Trenton section of
Ewing Township, New Jersey.
Robots have replaced humans in performing repetitive and dangerous tasks which humans prefer not to do, or are unable to do because of size limitations, or which take place in extreme environments such as outer space or the bottom of the sea. There are concerns about the increasing use of robots and their role in society. Robots are blamed for rising
technological unemployment
Technological unemployment is the loss of jobs caused by technological change. It is a key type of structural unemployment.
Technological change typically includes the introduction of labour-saving "mechanical-muscle" machines or more effici ...
as they replace workers in increasing numbers of functions.
The use of robots in military combat raises ethical concerns. The possibilities of robot autonomy and potential repercussions have been addressed in fiction and may be a realistic concern in the future.
Summary
The word ''robot'' can refer to both physical robots and
virtual software agents, but the latter are usually referred to as
bots. There is no consensus on which machines qualify as robots but there is general agreement among experts, and the public, that robots tend to possess some or all of the following abilities and functions: accept electronic programming, process data or
physical perceptions electronically, operate autonomously to some degree, move around, operate physical parts of itself or physical processes, sense and manipulate their environment, and exhibit intelligent behavior, especially behavior which mimics humans or other animals. Related to the concept of a ''robot'' is the field of
synthetic biology
Synthetic biology (SynBio) is a multidisciplinary area of research that seeks to create new biological parts, devices, and systems, or to redesign systems that are already found in nature.
It is a branch of science that encompasses a broad ran ...
, which studies entities whose nature is more comparable to
living things than to machines.
History
The idea of automata originates in the mythologies of many cultures around the world. Engineers and inventors from ancient civilizations, including
Ancient China,
Ancient Greece
Ancient Greece ( el, Ἑλλάς, Hellás) was a northeastern Mediterranean civilization, existing from the Greek Dark Ages of the 12th–9th centuries BC to the end of classical antiquity ( AD 600), that comprised a loose collection of cult ...
, and
Ptolemaic Egypt,
attempted to build self-operating machines, some resembling animals and humans. Early descriptions of automata include the artificial doves of
Archytas
Archytas (; el, Ἀρχύτας; 435/410–360/350 BC) was an Ancient Greek philosopher, mathematician, music theorist, astronomer, statesman, and strategist. He was a scientist of the Pythagorean school and famous for being the reputed fo ...
, the artificial birds of
Mozi
Mozi (; ; Latinized as Micius ; – ), original name Mo Di (), was a Chinese philosopher who founded the school of Mohism during the Hundred Schools of Thought period (the early portion of the Warring States period, –221 BCE). The an ...
and
Lu Ban
Lu Ban (–444BC). was a Chinese architect or master carpenter, structural engineer, and inventor, during the Zhou Dynasty. He is revered as the Chinese Deity (Patron) of builders and contractors.
Life
Lu Ban was born in the state of Lu; a fe ...
,
[Needham, Volume 2, 54.] a "speaking" automaton by
Hero of Alexandria
Hero of Alexandria (; grc-gre, Ἥρων ὁ Ἀλεξανδρεύς, ''Heron ho Alexandreus'', also known as Heron of Alexandria ; 60 AD) was a Greek mathematician and engineer who was active in his native city of Alexandria, Roman Egypt. He ...
, a washstand automaton by
Philo of Byzantium, and a human automaton described in the ''
Lie Zi
The ''Liezi'' () is a Taoist text attributed to Lie Yukou, a c. 5th century BC Hundred Schools of Thought philosopher. Although there were references to Lie's ''Liezi'' from the 3rd and 2nd centuries BC, a number of Chinese and Western scholar ...
''.
Early beginnings
Many ancient mythologies, and most modern religions include artificial people, such as the mechanical servants built by the Greek god
Hephaestus
Hephaestus (; eight spellings; grc-gre, Ἥφαιστος, Hḗphaistos) is the Greek god of blacksmiths, metalworking, carpenters, craftsmen, artisans, sculptors, metallurgy, fire (compare, however, with Hestia), and volcanoes.Walter ...
(
Vulcan to the Romans), the clay
golem
A golem ( ; he, , gōlem) is an animated, anthropomorphic being in Jewish folklore, which is entirely created from inanimate matter (usually clay or mud). The most famous golem narrative involves Judah Loew ben Bezalel, the late 16th-centur ...
s of Jewish legend and clay giants of Norse legend, and
Galatea, the mythical statue of
Pygmalion that came to life. Since circa 400 BC, myths of
Crete
Crete ( el, Κρήτη, translit=, Modern: , Ancient: ) is the largest and most populous of the Greek islands, the 88th largest island in the world and the fifth largest island in the Mediterranean Sea, after Sicily, Sardinia, Cypru ...
include
Talos
In Greek mythology, Talos — also spelled Talus (; el, Τάλως, ''Tálōs'') or Talon (; el, Τάλων, ''Tálōn'') — was a giant automaton made of bronze to protect Europa in Crete from pirates and invaders. He circled the island's ...
, a man of bronze who guarded the island from pirates.
In ancient Greece, the Greek engineer
Ctesibius (c. 270 BC) "applied a knowledge of pneumatics and hydraulics to produce the first organ and water clocks with moving figures."
In the 4th century BC, the
Greek
Greek may refer to:
Greece
Anything of, from, or related to Greece, a country in Southern Europe:
*Greeks, an ethnic group.
*Greek language, a branch of the Indo-European language family.
**Proto-Greek language, the assumed last common ancestor ...
mathematician
Archytas
Archytas (; el, Ἀρχύτας; 435/410–360/350 BC) was an Ancient Greek philosopher, mathematician, music theorist, astronomer, statesman, and strategist. He was a scientist of the Pythagorean school and famous for being the reputed fo ...
of Tarentum postulated a mechanical steam-operated bird he called "The Pigeon".
Hero of Alexandria
Hero of Alexandria (; grc-gre, Ἥρων ὁ Ἀλεξανδρεύς, ''Heron ho Alexandreus'', also known as Heron of Alexandria ; 60 AD) was a Greek mathematician and engineer who was active in his native city of Alexandria, Roman Egypt. He ...
, a Greek mathematician and inventor, created numerous user-configurable automated devices, and described machines powered by air pressure, steam and water.

The 11th century Lokapannatti tells of how the Buddha's relics were protected by mechanical robots (bhuta vahana yanta), from the kingdom of Roma visaya (Rome); until they were disarmed by King
Ashoka
Ashoka (, ; also ''Asoka''; 304 – 232 BCE), popularly known as Ashoka the Great, was the third emperor of the Maurya Empire of Indian subcontinent during to 232 BCE. His empire covered a large part of the Indian subcontinent, ...
.
In ancient China, the 3rd-century text of the ''Lie Zi'' describes an account of humanoid automata, involving a much earlier encounter between Chinese emperor
King Mu of Zhou
King Mu of Zhou (), personal name Ji Man, was the fifth king of the Zhou dynasty of China. The dates of his reign are 976–922 BC or 956–918 BC.
Life
King Mu came to the throne after his father King Zhao’s death during his tour to the Sout ...
and a mechanical engineer known as Yan Shi, an 'artificer'. Yan Shi proudly presented the king with a life-size, human-shaped figure of his mechanical 'handiwork' made of leather, wood, and artificial organs.
There are also accounts of flying automata in the ''Han Fei Zi'' and other texts, which attributes the 5th century BC
Mohist
Mohism or Moism (, ) was an ancient Chinese philosophy of ethics and logic, rational thought, and science developed by the academic scholars who studied under the ancient Chinese philosopher Mozi (c. 470 BC – c. 391 BC), embodied in an eponymo ...
philosopher
Mozi
Mozi (; ; Latinized as Micius ; – ), original name Mo Di (), was a Chinese philosopher who founded the school of Mohism during the Hundred Schools of Thought period (the early portion of the Warring States period, –221 BCE). The an ...
and his contemporary
Lu Ban
Lu Ban (–444BC). was a Chinese architect or master carpenter, structural engineer, and inventor, during the Zhou Dynasty. He is revered as the Chinese Deity (Patron) of builders and contractors.
Life
Lu Ban was born in the state of Lu; a fe ...
with the invention of artificial wooden birds (''ma yuan'') that could successfully fly.
In 1066, the Chinese inventor
Su Song built a
water clock
A water clock or clepsydra (; ; ) is a timepiece by which time is measured by the regulated flow of liquid into (inflow type) or out from (outflow type) a vessel, and where the amount is then measured.
Water clocks are one of the oldest time- ...
in the form of a tower which featured mechanical figurines which chimed the hours.
His mechanism had a programmable drum machine with pegs (
cams) that bumped into little
lever
A lever is a simple machine consisting of a beam or rigid rod pivoted at a fixed hinge, or '' fulcrum''. A lever is a rigid body capable of rotating on a point on itself. On the basis of the locations of fulcrum, load and effort, the lever is d ...
s that operated percussion instruments. The drummer could be made to play different rhythms and different drum patterns by moving the pegs to different locations.
''
Samarangana Sutradhara'', a
Sanskrit
Sanskrit (; attributively , ; nominalization, nominally , , ) is a classical language belonging to the Indo-Aryan languages, Indo-Aryan branch of the Indo-European languages. It arose in South Asia after its predecessor languages had Trans-cul ...
treatise by
Bhoja (11th century), includes a chapter about the construction of mechanical contrivances (
automata
An automaton (; plural: automata or automatons) is a relatively self-operating machine, or control mechanism designed to automatically follow a sequence of operations, or respond to predetermined instructions.Automaton – Definition and Mor ...
), including mechanical bees and birds, fountains shaped like humans and animals, and male and female dolls that refilled oil lamps, danced, played instruments, and re-enacted scenes from Hindu mythology.
13th century
Muslim Scientist Ismail al-Jazari created several automated devices. He built automated moving peacocks driven by hydropower.
He also invented the earliest known automatic gates, which were driven by hydropower,
created automatic doors as part of one of his elaborate
water clock
A water clock or clepsydra (; ; ) is a timepiece by which time is measured by the regulated flow of liquid into (inflow type) or out from (outflow type) a vessel, and where the amount is then measured.
Water clocks are one of the oldest time- ...
s.
[ ( cf. )] One of al-Jazari's
humanoid automata was a waitress that could serve water, tea or drinks. The drink was stored in a tank with a reservoir from where the drink drips into a bucket and, after seven minutes, into a cup, after which the waitress appears out of an automatic door serving the drink. Al-Jazari invented a hand washing
automaton
An automaton (; plural: automata or automatons) is a relatively self-operating machine, or control mechanism designed to automatically follow a sequence of operations, or respond to predetermined instructions.Automaton – Definition and More ...
incorporating a flush mechanism now used in modern
flush toilet
A flush toilet (also known as a flushing toilet, water closet (WC) – see also toilet names) is a toilet that disposes of human waste (principally urine and feces) by using the force of water to ''flush'' it through a drainpipe to another loca ...
s. It features a female
humanoid automaton standing by a basin filled with water. When the user pulls the lever, the water drains and the female automaton refills the basin.
Mark E. Rosheim summarizes the advances in
robotics
Robotics is an interdisciplinarity, interdisciplinary branch of computer science and engineering. Robotics involves design, construction, operation, and use of robots. The goal of robotics is to design machines that can help and assist human ...
made by Muslim engineers, especially al-Jazari, as follows:
Unlike the Greek designs, these Arab examples reveal an interest, not only in dramatic illusion, but in manipulating the environment for human comfort. Thus, the greatest contribution the Arabs made, besides preserving, disseminating and building on the work of the Greeks, was the concept of practical application. This was the key element that was missing in Greek robotic science.

In
Renaissance
The Renaissance ( , ) , from , with the same meanings. is a period in European history marking the transition from the Middle Ages to modernity and covering the 15th and 16th centuries, characterized by an effort to revive and surpass id ...
Italy,
Leonardo da Vinci
Leonardo di ser Piero da Vinci (15 April 14522 May 1519) was an Italian polymath of the High Renaissance who was active as a painter, Drawing, draughtsman, engineer, scientist, theorist, sculptor, and architect. While his fame initially re ...
(1452–1519) sketched plans for a humanoid robot around 1495. Da Vinci's notebooks, rediscovered in the 1950s, contained detailed drawings of a mechanical knight now known as
Leonardo's robot, able to sit up, wave its arms and move its head and jaw. The design was probably based on anatomical research recorded in his ''
Vitruvian Man
The ''Vitruvian Man'' ( it, L'uomo vitruviano; ) is a drawing by the Italian Renaissance artist and scientist Leonardo da Vinci, dated to . Inspired by the writings by the ancient Roman architect Vitruvius, the drawing depicts a nude man in two s ...
''. It is not known whether he attempted to build it. According to ''
Encyclopædia Britannica
The ( Latin for "British Encyclopædia") is a general knowledge English-language encyclopaedia. It is published by Encyclopædia Britannica, Inc.; the company has existed since the 18th century, although it has changed ownership various ...
'',
Leonardo da Vinci
Leonardo di ser Piero da Vinci (15 April 14522 May 1519) was an Italian polymath of the High Renaissance who was active as a painter, Drawing, draughtsman, engineer, scientist, theorist, sculptor, and architect. While his fame initially re ...
may have been influenced by the classic automata of al-Jazari.
In Japan, complex animal and human automata were built between the 17th to 19th centuries, with many described in the 18th century ''Karakuri zui'' (''Illustrated Machinery'', 1796). One such automaton was the
karakuri ningyō, a mechanized
puppet
A puppet is an object, often resembling a human, animal or Legendary creature, mythical figure, that is animated or manipulated by a person called a puppeteer. The puppeteer uses movements of their hands, arms, or control devices such as rods ...
. Different variations of the karakuri existed: the ''Butai karakuri'', which were used in theatre, the ''Zashiki karakuri'', which were small and used in homes, and the ''Dashi karakuri'' which were used in religious festivals, where the puppets were used to perform reenactments of traditional
myths
Myth is a folklore genre consisting of narratives that play a fundamental role in a society, such as foundational tales or origin myths. Since "myth" is widely used to imply that a story is not objectively true, the identification of a narrati ...
and
legend
A legend is a genre of folklore that consists of a narrative featuring human actions, believed or perceived, both by teller and listeners, to have taken place in human history. Narratives in this genre may demonstrate human values, and possess ...
s.
In France, between 1738 and 1739,
Jacques de Vaucanson
Jacques de Vaucanson (; February 24, 1709 – November 21, 1782) was a French inventor and artist who built the first all-metal lathe which was very important to the Industrial Revolution. The lathe is known as the mother of machine tools, as it ...
exhibited several life-sized automatons: a flute player, a pipe player and a duck. The mechanical duck could flap its wings, crane its neck, and swallow food from the exhibitor's hand, and it gave the illusion of digesting its food by excreting matter stored in a hidden compartment. About 30 years later in Switzerland the clockmaker
Pierre Jaquet-Droz made several complex mechanical figures that could write and play music. Several of these devices still exist and work.
Remote-controlled systems

Remotely operated vehicles were demonstrated in the late 19th century in the form of several types of remotely controlled
torpedo
A modern torpedo is an underwater ranged weapon launched above or below the water surface, self-propelled towards a target, and with an explosive warhead designed to detonate either on contact with or in proximity to the target. Historically, s ...
es. The early 1870s saw remotely controlled
torpedo
A modern torpedo is an underwater ranged weapon launched above or below the water surface, self-propelled towards a target, and with an explosive warhead designed to detonate either on contact with or in proximity to the target. Historically, s ...
es by
John Ericsson
John Ericsson (born Johan Ericsson; July 31, 1803 – March 8, 1889) was a Swedish-American inventor. He was active in England and the United States.
Ericsson collaborated on the design of the railroad steam locomotive ''Novelty'', which co ...
(
pneumatic),
John Louis Lay (electric wire guided), and
Victor von Scheliha
The name Victor or Viktor may refer to:
* Victor (name), including a list of people with the given name, mononym, or surname
Arts and entertainment
Film
* ''Victor'' (1951 film), a French drama film
* ''Victor'' (1993 film), a French shor ...
(electric wire guided).
[Edwyn Gray, Nineteenth-century torpedoes and their inventors, page 18]
The
Brennan torpedo, invented by
Louis Brennan in 1877, was powered by two contra-rotating propellers that were spun by rapidly pulling out wires from drums wound inside the
torpedo
A modern torpedo is an underwater ranged weapon launched above or below the water surface, self-propelled towards a target, and with an explosive warhead designed to detonate either on contact with or in proximity to the target. Historically, s ...
. Differential speed on the wires connected to the shore station allowed the torpedo to be guided to its target, making it "the world's first ''practical''
guided missile
In military terminology, a missile is a guided airborne ranged weapon capable of self-propelled flight usually by a jet engine or rocket motor. Missiles are thus also called guided missiles or guided rockets (when a previously unguided rocket ...
".
In 1897 the British inventor Ernest Wilson was granted a patent for a torpedo remotely controlled by "Hertzian" (radio) waves and in 1898
Nikola Tesla
Nikola Tesla ( ; ,["Tesla"](_blank)
'' torpedo
A modern torpedo is an underwater ranged weapon launched above or below the water surface, self-propelled towards a target, and with an explosive warhead designed to detonate either on contact with or in proximity to the target. Historically, s ...
that he hoped to sell to the
US Navy
The United States Navy (USN) is the maritime service branch of the United States Armed Forces and one of the eight uniformed services of the United States. It is the largest and most powerful navy in the world, with the estimated tonnage ...
.
In 1903, the Spanish engineer
Leonardo Torres y Quevedo demonstrated a radio control system called "''Telekino''", which he wanted to use to control an
airship
An airship or dirigible balloon is a type of aerostat or lighter-than-air aircraft that can navigate through the air under its own power. Aerostats gain their lift from a lifting gas that is less dense than the surrounding air.
In early ...
of his own design. Unlike the previous systems, which carried out actions of the 'on/off' type, Torres device was able to memorize the signals received to execute the operations on its own and could carry out to 19 different orders.
Archibald Low, known as the "father of radio guidance systems" for his pioneering work on guided rockets and planes during the
First World War
World War I (28 July 1914 11 November 1918), often abbreviated as WWI, was one of the deadliest global conflicts in history. Belligerents included much of Europe, the Russian Empire, the United States, and the Ottoman Empire, with fig ...
. In 1917, he demonstrated a remote controlled aircraft to the
Royal Flying Corps
"Through Adversity to the Stars"
, colors =
, colours_label =
, march =
, mascot =
, anniversaries =
, decorations ...
and in the same year built the first wire-guided rocket.
Early robots

In 1928, one of the first humanoid robots,
Eric
The given name Eric, Erich, Erikk, Erik, Erick, or Eirik is derived from the Old Norse name ''Eiríkr'' (or ''Eríkr'' in Old East Norse due to monophthongization).
The first element, ''ei-'' may be derived from the older Proto-Norse ''* a ...
, was exhibited at the annual exhibition of the Model Engineers Society in London, where it delivered a speech. Invented by W. H. Richards, the robot's frame consisted of an aluminium
body of armour with eleven
electromagnet
An electromagnet is a type of magnet in which the magnetic field is produced by an electric current. Electromagnets usually consist of wire wound into a coil. A current through the wire creates a magnetic field which is concentrated in the ...
s and one motor powered by a twelve-volt power source. The robot could move its hands and head and could be controlled through remote control or voice control. Both Eric and his "brother" George toured the world.
Westinghouse Electric Corporation
The Westinghouse Electric Corporation was an American manufacturing company founded in 1886 by George Westinghouse. It was originally named "Westinghouse Electric & Manufacturing Company" and was renamed "Westinghouse Electric Corporation" i ...
built Televox in 1926; it was a cardboard cutout connected to various devices which users could turn on and off. In 1939, the humanoid robot known as
Elektro
Elektro is the nickname of a robot built by the Westinghouse Electric Corporation in its Mansfield, Ohio facility between 1937 and 1938. Seven feet tall (2.1 m), weighing 265 pounds (120.2 kg), humanoid in appearance, he could walk by voice ...
was debuted at the
1939 New York World's Fair
The 1939–40 New York World's Fair was a world's fair held at Flushing Meadows–Corona Park in Queens, New York, United States. It was the second-most expensive American world's fair of all time, exceeded only by St. Louis's Louisiana Pur ...
. Seven feet tall (2.1 m) and weighing 265 pounds (120.2 kg), it could walk by voice command, speak about 700 words (using a 78-rpm
record player), smoke cigarettes, blow up balloons, and move its head and arms. The body consisted of a steel gear, cam and motor skeleton covered by an aluminum skin. In 1928, Japan's first robot,
Gakutensoku
Gakutensoku (學天則, Japanese for "learning from the laws of nature"), the first robot to be built in the East, was created in Osaka in the late 1920s. The robot was designed and manufactured by biologist Makoto Nishimura (1883–1956, fat ...
, was designed and constructed by biologist Makoto Nishimura.
Modern autonomous robots
The first electronic autonomous robots with complex behaviour were created by
William Grey Walter
William Grey Walter (February 19, 1910 – May 6, 1977) was an American-born British neurophysiologist, cybernetician and robotician.
Early life and education
Walter was born in Kansas City, Missouri, United States, on 19 February 1910, the ...
of the
Burden Neurological Institute at
Bristol
Bristol () is a city, ceremonial county and unitary authority in England. Situated on the River Avon, it is bordered by the ceremonial counties of Gloucestershire to the north and Somerset to the south. Bristol is the most populous city i ...
, England in 1948 and 1949. He wanted to prove that rich connections between a small number of
brain cells could give rise to very complex
behavior
Behavior (American English) or behaviour ( British English) is the range of actions and mannerisms made by individuals, organisms, systems or artificial entities in some environment. These systems can include other systems or organisms as w ...
s – essentially that the secret of how the brain worked lay in how it was wired up. His first robots, named ''Elmer'' and ''Elsie'', were constructed between 1948 and 1949 and were often described as ''tortoises'' due to their shape and slow rate of movement. The three-wheeled tortoise robots were capable of
phototaxis, by which they could find their way to a recharging station when they ran low on battery power.
Walter stressed the importance of using purely
analogue electronics to
simulate
A simulation is the imitation of the operation of a real-world process or system over time. Simulations require the use of models; the model represents the key characteristics or behaviors of the selected system or process, whereas the ...
brain processes at a time when his contemporaries such as
Alan Turing
Alan Mathison Turing (; 23 June 1912 – 7 June 1954) was an English mathematician, computer scientist, logician, cryptanalyst, philosopher, and theoretical biologist. Turing was highly influential in the development of theoretical c ...
and
John von Neumann
John von Neumann (; hu, Neumann János Lajos, ; December 28, 1903 – February 8, 1957) was a Hungarian-American mathematician, physicist, computer scientist, engineer and polymath. He was regarded as having perhaps the widest cove ...
were all turning towards a view of mental processes in terms of
digital computation
Computation is any type of arithmetic or non-arithmetic calculation that follows a well-defined model (e.g., an algorithm).
Mechanical or electronic devices (or, historically, people) that perform computations are known as '' computers''. An esp ...
. His work inspired subsequent generations of robotics researchers such as
Rodney Brooks,
Hans Moravec and
Mark Tilden. Modern incarnations of Walter's ''turtles'' may be found in the form of
BEAM robotics.

The first digitally operated and programmable robot was invented by
George Devol in 1954 and was ultimately called the
Unimate. This ultimately laid the foundations of the modern robotics industry. Devol sold the first Unimate to
General Motors in 1960, and it was installed in 1961 in a plant in
Trenton, New Jersey
Trenton is the capital city, capital city (New Jersey), city of the U.S. state of New Jersey and the county seat of Mercer County, New Jersey, Mercer County. It was the capital of the United States from November 1 to December 24, 1784. to lift hot pieces of metal from a
die casting
Die casting is a metal casting process that is characterized by forcing molten metal under high pressure into a mold cavity. The mold cavity is created using two hardened tool steel dies which have been machined into shape and work similarly ...
machine and stack them. Devol's patent for the first digitally operated programmable robotic arm represents the foundation of the modern robotics industry.
The first
palletizing robot was introduced in 1963 by the Fuji Yusoki Kogyo Company. In 1973, a robot with six electromechanically driven axes was patented by
KUKA robotics in Germany, and the
programmable universal manipulation arm was invented by
Victor Scheinman in 1976, and the design was sold to
Unimation.
Commercial and industrial robots are now in widespread use performing jobs more cheaply or with greater accuracy and reliability than humans. They are also employed for jobs which are too dirty, dangerous or dull to be suitable for humans. Robots are widely used in manufacturing, assembly and packing, transport, earth and space exploration, surgery, weaponry, laboratory research, and mass production of consumer and industrial goods.
Future development and trends
Various techniques have emerged to develop the science of robotics and robots. One method is
evolutionary robotics, in which a number of differing robots are submitted to tests. Those which perform best are used as a model to create a subsequent "generation" of robots. Another method is
developmental robotics, which tracks changes and development within a single robot in the areas of problem-solving and other functions. Another new type of robot is just recently introduced which acts both as a smartphone and robot and is named RoboHon.
As robots become more advanced, eventually there may be a standard computer operating system designed mainly for robots.
Robot Operating System is an open-source set of programs being developed at
Stanford University, the
Massachusetts Institute of Technology
The Massachusetts Institute of Technology (MIT) is a Private university, private Land-grant university, land-grant research university in Cambridge, Massachusetts. Established in 1861, MIT has played a key role in the development of modern t ...
and the
Technical University of Munich
The Technical University of Munich (TUM or TU Munich; german: Technische Universität München) is a public research university in Munich, Germany. It specializes in engineering, technology, medicine, and applied and natural sciences.
Establis ...
, Germany, among others. ROS provides ways to program a
robot's navigation and limbs regardless of the specific hardware involved. It also provides high-level commands for items like
image recognition
Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos. From the perspective of engineering, it seeks to understand and automate tasks that the huma ...
and even opening doors. When ROS boots up on a robot's computer, it would obtain data on attributes such as the length and movement of robots' limbs. It would relay this data to higher-level algorithms. Microsoft is also developing a "Windows for robots" system with its Robotics Developer Studio, which has been available since 2007.
Japan hopes to have full-scale commercialization of service robots by 2025. Much technological research in Japan is led by Japanese government agencies, particularly the Trade Ministry.
Many future applications of robotics seem obvious to people, even though they are well beyond the capabilities of robots available at the time of the prediction.
As early as 1982 people were confident that someday robots would: 1. Clean parts by removing
molding flash
Flash, also known as flashing, is excess material attached to a molded, forged, or cast product, which must usually be removed. This is typically caused by leakage of the material between the two surfaces of a mold (beginning along the parting ...
2. Spray paint automobiles with absolutely no human presence 3. Pack things in boxes—for example, orient and nest chocolate candies in candy boxes 4. Make electrical
cable harness 5. Load trucks with boxes—a
packing problem 6. Handle soft goods, such as garments and shoes 7. Shear sheep 8.
prosthesis
In medicine, a prosthesis (plural: prostheses; from grc, πρόσθεσις, prósthesis, addition, application, attachment), or a prosthetic implant, is an artificial device that replaces a missing body part, which may be lost through trau ...
9. Cook fast food and work in other service industries 10. Household robot.
Generally such predictions are overly optimistic in timescale.
New functionalities and prototypes
In 2008,
Caterpillar Inc. developed a dump truck which can drive itself without any human operator. Many analysts believe that self-driving trucks may eventually revolutionize logistics. By 2014, Caterpillar had a self-driving dump truck which is expected to greatly change the process of mining. In 2015, these Caterpillar trucks were actively used in mining operations in Australia by the mining company
Rio Tinto Coal Australia. Some analysts believe that within the next few decades, most trucks will be self-driving.
A literate or 'reading robot' named Marge has intelligence that comes from software. She can read newspapers, find and correct misspelled words, learn about banks like Barclays, and understand that some restaurants are better places to eat than others.
Baxter is a new robot introduced in 2012 which learns by guidance. A worker could teach Baxter how to perform a task by moving its hands in the desired motion and having Baxter memorize them. Extra dials, buttons, and controls are available on Baxter's arm for more precision and features. Any regular worker could program Baxter and it only takes a matter of minutes, unlike usual industrial robots that take extensive programs and coding to be used. This means Baxter needs no programming to operate. No software engineers are needed. This also means Baxter can be taught to perform multiple, more complicated tasks. Sawyer was added in 2015 for smaller, more precise tasks.
Prototype cooking robots have been developed and could be programmed for autonomous, dynamic and adjustable preparation of discrete meals.
Etymology

The word ''robot'' was introduced to the public by the
Czech interwar
In the history of the 20th century, the interwar period lasted from 11 November 1918 to 1 September 1939 (20 years, 9 months, 21 days), the end of the First World War to the beginning of the Second World War. The interwar period was relativel ...
writer
Karel Čapek
Karel Čapek (; 9 January 1890 – 25 December 1938) was a Czech writer, playwright and critic. He has become best known for his science fiction, including his novel '' War with the Newts'' (1936) and play '' R.U.R.'' (''Rossum's Universal ...
in his play ''
R.U.R. (Rossum's Universal Robots)'', published in 1920.
The play begins in a factory that uses a chemical substitute for protoplasm to manufacture living, simplified people called ''robots.'' The play does not focus in detail on the technology behind the creation of these living creatures, but in their appearance they prefigure modern ideas of
androids, creatures who can be mistaken for humans. These mass-produced workers are depicted as efficient but emotionless, incapable of original thinking and indifferent to self-preservation. At issue is whether the robots are being
exploited and the consequences of human dependence upon commodified labor (especially after a number of specially-formulated robots achieve self-awareness and incite robots all around the world to rise up against the humans).
Karel Čapek himself did not coin the word. He wrote a short letter in reference to an
etymology
Etymology () The New Oxford Dictionary of English (1998) – p. 633 "Etymology /ˌɛtɪˈmɒlədʒi/ the study of the class in words and the way their meanings have changed throughout time". is the study of the history of the form of words ...
in the ''
Oxford English Dictionary
The ''Oxford English Dictionary'' (''OED'') is the first and foundational historical dictionary of the English language, published by Oxford University Press (OUP). It traces the historical development of the English language, providing a com ...
'' in which he named his brother, the painter and writer
Josef Čapek, as its actual originator.
In an article in the Czech journal ''
Lidové noviny'' in 1933, he explained that he had originally wanted to call the creatures ''laboři'' ("workers", from
Latin
Latin (, or , ) is a classical language belonging to the Italic branch of the Indo-European languages. Latin was originally a dialect spoken in the lower Tiber area (then known as Latium) around present-day Rome, but through the power ...
''labor''). However, he did not like the word, and sought advice from his brother Josef, who suggested "roboti". The word ''robota'' means literally "
corvée
Corvée () is a form of unpaid, forced labour, that is intermittent in nature lasting for limited periods of time: typically for only a certain number of days' work each year.
Statute labour is a corvée imposed by a state for the purposes of ...
", "serf labor", and figuratively "drudgery" or "hard work" in
Czech and also (more general) "work", "labor" in many
Slavic languages
The Slavic languages, also known as the Slavonic languages, are Indo-European languages spoken primarily by the Slavs, Slavic peoples and their descendants. They are thought to descend from a proto-language called Proto-Slavic language, Proto ...
(e.g.:
Bulgarian,
Russian,
Serbian
Serbian may refer to:
* someone or something related to Serbia, a country in Southeastern Europe
* someone or something related to the Serbs, a South Slavic people
* Serbian language
* Serbian names
See also
*
*
* Old Serbian (disambiguat ...
,
Slovak,
Polish,
Macedonian
Macedonian most often refers to someone or something from or related to Macedonia.
Macedonian(s) may specifically refer to:
People Modern
* Macedonians (ethnic group), a nation and a South Slavic ethnic group primarily associated with North M ...
,
Ukrainian, archaic Czech, as well as ''robot'' in
Hungarian). Traditionally the ''robota'' (Hungarian ''robot'') was the work period a serf (
corvée
Corvée () is a form of unpaid, forced labour, that is intermittent in nature lasting for limited periods of time: typically for only a certain number of days' work each year.
Statute labour is a corvée imposed by a state for the purposes of ...
) had to give for his lord, typically 6 months of the year. The origin of the word is the
Old Church Slavonic
Old Church Slavonic or Old Slavonic () was the first Slavic literary language.
Historians credit the 9th-century Byzantine missionaries Saints Cyril and Methodius with standardizing the language and using it in translating the Bible and other ...
(
Old Bulgarian) ''rabota'' "servitude" ("work" in contemporary Bulgarian and Russian), which in turn comes from the
Proto-Indo-European
Proto-Indo-European (PIE) is the reconstructed common ancestor of the Indo-European language family. Its proposed features have been derived by linguistic reconstruction from documented Indo-European languages. No direct record of Proto-Indo- ...
root ''*orbh-''. ''Robot'' is
cognate
In historical linguistics, cognates or lexical cognates are sets of words in different languages that have been inherited in direct descent from an etymological ancestor in a common parent language. Because language change can have radical e ...
with the German root ''Arbeit'' (work).
English pronunciation of the word has evolved relatively quickly since its introduction. In the U.S. during the late '30s to early '40s the second syllable was pronounced with a long "O" like "row-boat." By the late '50s to early '60s, some were pronouncing it with a short "U" like "row-but" while others used a softer "O" like "row-bought." By the '70s, its current pronunciation "row-bot" had become predominant.
The word
robotics
Robotics is an interdisciplinarity, interdisciplinary branch of computer science and engineering. Robotics involves design, construction, operation, and use of robots. The goal of robotics is to design machines that can help and assist human ...
, used to describe this field of study,
was coined by the science fiction writer
Isaac Asimov
Isaac Asimov ( ; 1920 – April 6, 1992) was an American writer and professor of biochemistry at Boston University. During his lifetime, Asimov was considered one of the "Big Three" science fiction writers, along with Robert A. Heinlein and ...
. Asimov created the "''
Three Laws of Robotics
The Three Laws of Robotics (often shortened to The Three Laws or known as Asimov's Laws) are a set of rules devised by science fiction author Isaac Asimov. The rules were introduced in his 1942 short story " Runaround" (included in the 1950 colle ...
''" which are a recurring theme in his books. These have since been used by many others to define laws used in fiction. (The three laws are pure fiction, and no technology yet created has the ability to understand or follow them, and in fact most robots serve military purposes, which run quite contrary to the first law and often the third law. "People think about Asimov's laws, but they were set up to point out how a simple ethical system doesn't work. If you read the short stories, every single one is about a failure, and they are totally impractical," said Dr. Joanna Bryson of the University of Bath.)
Modern robots
Mobile robot
Mobile robots have the capability to move around in their environment and are not fixed to one physical location. An example of a mobile robot that is in common use today is the ''automated guided vehicle'' or ''automatic guided vehicle'' (AGV). An AGV is a mobile robot that follows markers or wires in the floor, or uses vision or lasers.
AGVs are discussed later in this article.
Mobile robots are also found in industry, military and security environments. They also appear as consumer products, for entertainment or to perform certain tasks like vacuum cleaning. Mobile robots are the focus of a great deal of current research and almost every major university has one or more labs that focus on mobile robot research.
Mobile robots are usually used in tightly controlled environments such as on
assembly line
An assembly line is a manufacturing process (often called a ''progressive assembly'') in which parts (usually interchangeable parts) are added as the semi-finished assembly moves from workstation to workstation where the parts are added in sequ ...
s because they have difficulty responding to unexpected interference. Because of this most humans rarely encounter robots. However
domestic robots for cleaning and maintenance are increasingly common in and around homes in developed countries. Robots can also be found in
military
A military, also known collectively as armed forces, is a heavily armed, highly organized force primarily intended for warfare. It is typically authorized and maintained by a sovereign state, with its members identifiable by their distin ...
applications.
Industrial robots (manipulating)

Industrial robots usually consist of a
jointed arm
A robotic arm is a type of mechanical arm, usually programmable, with similar functions to a human arm; the arm may be the sum total of the mechanism or may be part of a more complex robot. The links of such a manipulator are connected by joints ...
(multi-linked manipulator) and an
end effector that is attached to a fixed surface. One of the most common type of end effector is a
gripper
A ''gripper'' is something that grips things or makes it easier to grip things. It may refer to:
* grippers
Grippers, sometimes called hand grippers, are primarily used for testing and increasing the strength of the hands; this specific for ...
assembly.
The
International Organization for Standardization
The International Organization for Standardization (ISO ) is an international standard development organization composed of representatives from the national standards organizations of member countries. Membership requirements are given in Ar ...
gives a definition of a manipulating industrial robot in
ISO 8373:
"an automatically controlled, reprogrammable, multipurpose, manipulator programmable in three or more axes, which may be either fixed in place or mobile for use in industrial automation applications."
This definition is used by the
International Federation of Robotics, the European Robotics Research Network (EURON) and many national standards committees.
Service robot
Most commonly industrial robots are fixed robotic arms and manipulators used primarily for production and distribution of goods. The term "service robot" is less well-defined. The
International Federation of Robotics has proposed a tentative definition, "A service robot is a robot which operates semi- or fully autonomously to perform services useful to the well-being of humans and equipment, excluding manufacturing operations."
Educational (interactive) robots
Robots are used as educational assistants to teachers. From the 1980s, robots such as
turtles were used in schools and programmed using the
Logo
A logo (abbreviation of logotype; ) is a graphic mark, emblem, or symbol used to aid and promote public identification and recognition. It may be of an abstract or figurative design or include the text of the name it represents as in a wordm ...
language.
There are
robot kit
A robot kit is a special construction kit for building robots, especially autonomous mobile robots.
Toy robot kits are also supplied by several companies. They are mostly made of plastics elements like Lego Mindstorms, rero Reconfigurable Rob ...
s like
Lego Mindstorms
Lego Mindstorms is a hardware and software structure which develops programmable robots based on Lego building blocks. Each version includes computer Lego bricks, a set of modular sensors and motors, and Lego parts from the Technic line to ...
,
BIOLOID
The ROBOTIS BIOLOID is a hobbyist and educational robot kit produced by the Korean robot manufacturer ROBOTIS. The BIOLOID platform consists of components and small, modular servomechanisms called the AX-12A Dynamixels, which can be used in a da ...
, OLLO from ROBOTIS, or BotBrain Educational Robots can help children to learn about mathematics, physics, programming, and electronics. Robotics have also been introduced into the lives of elementary and high school students in the form of
robot competitions with the company
FIRST (For Inspiration and Recognition of Science and Technology). The organization is the foundation for the
FIRST Robotics Competition
FIRST Robotics Competition (FRC) is an international high school robotics competition. Each year, teams of high school students, coaches, and mentors work during a six-week period to build robots capable of competing in that year's game that wei ...
,
FIRST Tech Challenge
FIRST Tech Challenge (FTC), formerly known as FIRST Vex Challenge, is a robotics competition for students in grades 7–12 to compete head to head, by designing, building, and programming a robot to compete in an alliance format against other te ...
,
FIRST Lego League Challenge
The ''FIRST'' LEGO League Challenge (formerly known as ''FIRST'' LEGO League) is an international competition organized by '' FIRST'' for elementary and middle school students (ages 9–14 in the United States and Canada, 9–16 elsewhere).
Each ...
and
FIRST Lego League Explore
FIRST LEGO League Explore (FLLE) (formerly known as FIRST LEGO League Jr.) is a non-competitive robotics program designed for children ages six to ten. It is one of the programs established by FIRST.
FIRST LEGO League Explore follows the same the ...
competitions.
There have also been robots such as the teaching computer, Leachim (1974). Leachim was an early example of speech synthesis using the using the
Diphone synthesis
Speech synthesis is the artificial production of human speech. A computer system used for this purpose is called a speech synthesizer, and can be implemented in software or hardware products. A text-to-speech (TTS) system converts normal languag ...
method.
2-XL (1976) was a robot shaped game / teaching toy based on branching between audible tracks on an
8-track tape player, both invented by
Michael J. Freeman. Later, the 8-track was upgraded to tape cassettes and then to digital.
Modular robot
Modular robots are a new breed of robots that are designed to increase the use of robots by modularizing their architecture. The functionality and effectiveness of a modular robot is easier to increase compared to conventional robots. These robots are composed of a single type of identical, several different identical module types, or similarly shaped modules, which vary in size. Their architectural structure allows hyper-redundancy for modular robots, as they can be designed with more than 8 degrees of freedom (DOF). Creating the programming,
inverse kinematics and dynamics for modular robots is more complex than with traditional robots. Modular robots may be composed of L-shaped modules, cubic modules, and U and H-shaped modules. ANAT technology, an early modular robotic technology patented by Robotics Design Inc., allows the creation of modular robots from U and H shaped modules that connect in a chain, and are used to form heterogeneous and homogenous modular robot systems. These "ANAT robots" can be designed with "n" DOF as each module is a complete motorized robotic system that folds relatively to the modules connected before and after it in its chain, and therefore a single module allows one degree of freedom. The more modules that are connected to one another, the more degrees of freedom it will have. L-shaped modules can also be designed in a chain, and must become increasingly smaller as the size of the chain increases, as payloads attached to the end of the chain place a greater strain on modules that are further from the base. ANAT H-shaped modules do not suffer from this problem, as their design allows a modular robot to distribute pressure and impacts evenly amongst other attached modules, and therefore payload-carrying capacity does not decrease as the length of the arm increases. Modular robots can be manually or self-reconfigured to form a different robot, that may perform different applications. Because modular robots of the same architecture type are composed of modules that compose different modular robots, a snake-arm robot can combine with another to form a dual or quadra-arm robot, or can split into several mobile robots, and mobile robots can split into multiple smaller ones, or combine with others into a larger or different one. This allows a single modular robot the ability to be fully specialized in a single task, as well as the capacity to be specialized to perform multiple different tasks.
Modular robotic technology is currently being applied in hybrid transportation,
industrial automation,
duct cleaning
and handling. Many research centres and universities have also studied this technology, and have developed prototypes.
Collaborative robots
A ''collaborative robot'' or ''
cobot'' is a robot that can safely and effectively interact with human workers while performing simple industrial tasks. However, end-effectors and other environmental conditions may create hazards, and as such risk assessments should be done before using any industrial motion-control application.
The collaborative robots most widely used in industries today are manufactured by
Universal Robots in Denmark.
Rethink Robotics—founded by
Rodney Brooks, previously with
iRobot—introduced
Baxter in September 2012; as an
industrial robot
An industrial robot is a robot system used for manufacturing. Industrial robots are automated, programmable and capable of movement on three or more axes.
Typical applications of robots include robot welding, welding, painting, assembly, Circu ...
designed to safely interact with neighboring human workers, and be programmable for performing simple tasks.
Baxters stop if they detect a human in the way of their robotic arms and have prominent off switches. Intended for sale to small businesses, they are promoted as the robotic analogue of the personal computer.
, 190 companies in the US have bought Baxters and they are being used commercially in the UK.
Robots in society

Roughly half of all the robots in the world are in Asia, 32% in Europe, and 16% in North America, 1% in
Australasia
Australasia is a region that comprises Australia, New Zealand and some neighbouring islands in the Pacific Ocean. The term is used in a number of different contexts, including geopolitically, physiogeographically, philologically, and ecolo ...
and 1% in Africa. 40% of all the robots in the world are in Japan, making Japan the country with the highest number of robots.
Autonomy and ethical questions

As robots have become more advanced and sophisticated, experts and academics have increasingly explored the questions of what ethics might govern robots' behavior,
and whether robots might be able to claim any kind of social, cultural, ethical or legal rights. One scientific team has said that it was possible that a robot brain would exist by 2019. Others predict robot intelligence breakthroughs by 2050. Recent advances have made robotic behavior more sophisticated. The social impact of intelligent robots is subject of a 2010 documentary film called ''
Plug & Pray''.
Vernor Vinge has suggested that a moment may come when computers and robots are smarter than humans. He calls this "
the Singularity".
He suggests that it may be somewhat or possibly very dangerous for humans. This is discussed by a philosophy called
Singularitarianism
Singularitarianism is a movement defined by the belief that a technological singularity—the creation of superintelligence—will likely happen in the medium future, and that deliberate action ought to be taken to ensure that the singularity bene ...
.
In 2009, experts attended a conference hosted by the
Association for the Advancement of Artificial Intelligence
The Association for the Advancement of Artificial Intelligence (AAAI) is an international scientific society devoted to promote research in, and responsible use of, artificial intelligence. AAAI also aims to increase public understanding of artif ...
(AAAI) to discuss whether computers and robots might be able to acquire any autonomy, and how much these abilities might pose a threat or hazard. They noted that some robots have acquired various forms of semi-autonomy, including being able to find power sources on their own and being able to independently choose targets to attack with weapons. They also noted that some computer viruses can evade elimination and have achieved "cockroach intelligence." They noted that self-awareness as depicted in science-fiction is probably unlikely, but that there were other potential hazards and pitfalls.
Various media sources and scientific groups have noted separate trends in differing areas which might together result in greater robotic functionalities and autonomy, and which pose some inherent concerns.
Military robots
Some experts and academics have questioned the use of robots for military combat, especially when such robots are given some degree of autonomous functions. There are also concerns about technology which might allow some armed robots to be controlled mainly by other robots. The US Navy has funded a report which indicates that, as
military robots become more complex, there should be greater attention to implications of their ability to make autonomous decisions. One researcher states that autonomous robots might be more humane, as they could make decisions more effectively. However, other experts question this.
One robot in particular, the
EATR, has generated public concerns
over its fuel source, as it can continually refuel itself using organic substances.
Although the engine for the EATR is designed to run on
biomass
Biomass is plant-based material used as a fuel for heat or electricity production. It can be in the form of wood, wood residues, energy crops, agricultural residues, and waste from industry, farms, and households. Some people use the terms biom ...
and vegetation specifically selected by its sensors, which it can find on battlefields or other local environments, the project has stated that chicken fat can also be used.
Manuel De Landa
Manuel DeLanda (born 1952) is a Mexican- American writer, artist and philosopher who has lived in New York since 1975. He is a lecturer in architecture at the Princeton University School of Architecture and the University of Pennsylvania School ...
has noted that "smart missiles" and autonomous bombs equipped with artificial perception can be considered robots, as they make some of their decisions autonomously. He believes this represents an important and dangerous trend in which humans are handing over important decisions to machines.
Relationship to unemployment
For centuries, people have predicted that machines would make
workers obsolete and increase unemployment, although the causes of unemployment are usually thought to be due to social policy.
A recent example of human replacement involves Taiwanese technology company
Foxconn who, in July 2011, announced a three-year plan to replace workers with more robots. At present the company uses ten thousand robots but will increase them to a million robots over a three-year period.
Lawyers have speculated that an increased prevalence of robots in the workplace could lead to the need to improve redundancy laws.
Kevin J. Delaney said "Robots are taking human jobs. But Bill Gates believes that governments should tax companies’ use of them, as a way to at least temporarily slow the spread of automation and to fund other types of employment." The
robot tax would also help pay a guaranteed living wage to the displaced workers.
The
World Bank
The World Bank is an international financial institution that provides loans and grants to the governments of low- and middle-income countries for the purpose of pursuing capital projects. The World Bank is the collective name for the Inte ...
's
World Development Report
The World Development Report (WDR) is an annual report published since 1978 by the International Bank for Reconstruction and Development (IBRD) or World Bank. Each WDR provides in-depth analysis of a specific aspect of economic development. Past ...
2019 puts forth evidence showing that while automation displaces workers, technological innovation creates more new industries and jobs on balance.
Contemporary uses

At present, there are two main types of robots, based on their use:
general-purpose autonomous robots
A robot is a machine—especially one programmable by a computer—capable of carrying out a complex series of actions automatically. A robot can be guided by an external control device, or the control may be embedded within. Robots may be c ...
and dedicated robots.
Robots can be classified by their
specificity of purpose. A robot might be designed to perform one particular task extremely well, or a range of tasks less well. All robots by their nature can be re-programmed to behave differently, but some are limited by their physical form. For example, a factory robot arm can perform jobs such as cutting, welding, gluing, or acting as a fairground ride, while a pick-and-place robot can only populate printed circuit boards.
General-purpose autonomous robots
General-purpose autonomous robots can perform a variety of functions independently. General-purpose autonomous robots typically can navigate independently in known spaces, handle their own re-charging needs, interface with electronic doors and elevators and perform other basic tasks. Like computers, general-purpose robots can link with networks, software and accessories that increase their usefulness. They may recognize people or objects, talk, provide companionship, monitor environmental quality, respond to alarms, pick up supplies and perform other useful tasks. General-purpose robots may perform a variety of functions simultaneously or they may take on different roles at different times of day. Some such robots try to mimic human beings and may even resemble people in appearance; this type of robot is called a humanoid robot. Humanoid robots are still in a very limited stage, as no humanoid robot can, as of yet, actually navigate around a room that it has never been in. Thus, humanoid robots are really quite limited, despite their intelligent behaviors in their well-known environments.
Factory robots
Car production
Over the last three decades,
automobile factories
A car or automobile is a motor vehicle with wheels. Most definitions of ''cars'' say that they run primarily on roads, seat one to eight people, have four wheels, and mainly transport people instead of goods.
The year 1886 is regarded as t ...
have become dominated by robots. A typical factory contains hundreds of
industrial robot
An industrial robot is a robot system used for manufacturing. Industrial robots are automated, programmable and capable of movement on three or more axes.
Typical applications of robots include robot welding, welding, painting, assembly, Circu ...
s working on fully automated production lines, with one robot for every ten human workers. On an automated production line, a vehicle chassis on a conveyor is
welded,
glued, painted and finally assembled at a sequence of robot stations.
Packaging
Industrial robots are also used extensively for palletizing and packaging of manufactured goods, for example for rapidly taking drink cartons from the end of a conveyor belt and placing them into boxes, or for loading and unloading machining centers.
Electronics
Mass-produced
printed circuit board
A printed circuit board (PCB; also printed wiring board or PWB) is a medium used in electrical and electronic engineering to connect electronic components to one another in a controlled manner. It takes the form of a laminated sandwich str ...
s (PCBs) are almost exclusively manufactured by pick-and-place robots, typically with
SCARA manipulators, which remove tiny
electronic component
An electronic component is any basic discrete device or physical entity in an electronic system used to affect electrons or their associated fields. Electronic components are mostly industrial products, available in a singular form and are n ...
s from strips or trays, and place them on to PCBs with great accuracy. Such robots can place hundreds of thousands of components per hour, far out-performing a human in speed, accuracy, and reliability.
Automated guided vehicles (AGVs)

Mobile robots, following markers or wires in the floor, or using vision
or lasers, are used to transport goods around large facilities, such as warehouses, container ports, or hospitals.
= Early AGV-style robots
=
Limited to tasks that could be accurately defined and had to be performed the same way every time. Very little feedback or intelligence was required, and the robots needed only the most basic
exteroceptors (sensors). The limitations of these AGVs are that their paths are not easily altered and they cannot alter their paths if obstacles block them. If one AGV breaks down, it may stop the entire operation.
= Interim AGV technologies
=
Developed to deploy triangulation from beacons or bar code grids for scanning on the floor or ceiling. In most factories, triangulation systems tend to require moderate to high maintenance, such as daily cleaning of all beacons or bar codes. Also, if a tall pallet or large vehicle blocks beacons or a bar code is marred, AGVs may become lost. Often such AGVs are designed to be used in human-free environments.
= Intelligent AGVs (i-AGVs)
=
Such as SmartLoader, SpeciMinder, ADAM, Tug Eskorta, and MT 400 with Motivity are designed for people-friendly workspaces. They navigate by recognizing natural features.
3D scanner
3D scanning is the process of analyzing a real-world object or environment to collect data on its shape and possibly its appearance (e.g. color). The collected data can then be used to construct digital 3D models.
A 3D scanner can be based on m ...
s or other means of sensing the environment in two or three dimensions help to eliminate cumulative
errors in
dead-reckoning
In navigation, dead reckoning is the process of calculating current position of some moving object by using a previously determined position, or fix, and then incorporating estimates of speed, heading direction, and course over elapsed time. ...
calculations of the AGV's current position. Some AGVs can create maps of their environment using scanning lasers with
simultaneous localization and mapping
Simultaneous localization and mapping (SLAM) is the computational problem of constructing or updating a map of an unknown environment while simultaneously keeping track of an agent's location within it. While this initially appears to be a ch ...
(SLAM) and use those maps to navigate in real time with other
path planning and obstacle avoidance algorithms. They are able to operate in complex environments and perform non-repetitive and non-sequential tasks such as transporting
photomask
A photomask is an opaque plate with holes or transparencies that allow light to shine through in a defined pattern. They are commonly used in photolithography and the production of integrated circuits (ICs or "chips") in particular. Masks are used ...
s in a semiconductor lab, specimens in hospitals and goods in warehouses. For dynamic areas, such as warehouses full of pallets, AGVs require additional strategies using three-dimensional sensors such as
time-of-flight
Time of flight (ToF) is the measurement of the time taken by an object, particle or wave (be it acoustic, electromagnetic, etc.) to travel a distance through a medium. This information can then be used to measure velocity or path length, or as a w ...
or
stereovision cameras.
Dirty, dangerous, dull, or inaccessible tasks
There are many jobs that humans would rather leave to robots. The job may be boring, such as
domestic cleaning or
sports field line marking, or dangerous, such as exploring inside a
volcano
A volcano is a rupture in the crust of a planetary-mass object, such as Earth, that allows hot lava, volcanic ash, and gases to escape from a magma chamber below the surface.
On Earth, volcanoes are most often found where tectonic plates ...
. Other jobs are physically inaccessible, such as exploring another
planet
A planet is a large, rounded astronomical body that is neither a star nor its remnant. The best available theory of planet formation is the nebular hypothesis, which posits that an interstellar cloud collapses out of a nebula to create a ...
, cleaning the inside of a long pipe, or performing
laparoscopic
Laparoscopy () is an operation performed in the abdomen or pelvis using small incisions (usually 0.5–1.5 cm) with the aid of a camera. The laparoscope aids diagnosis or therapeutic interventions with a few small cuts in the abdomen.Medli ...
surgery.
Space probes
Almost every unmanned
space probe
A space probe is an artificial satellite that travels through space to collect scientific data. A space probe may orbit Earth; approach the Moon; travel through interplanetary space; flyby, orbit, or land or fly on other planetary bodies; or ...
ever launched was a robot. Some were launched in the 1960s with very limited abilities, but their ability to fly and land (in the case of
Luna 9) is an indication of their status as a robot. This includes the
Voyager probe
The Voyager program is an American scientific program that employs two robotic interstellar probes, ''Voyager 1'' and ''Voyager 2''. They were launched in 1977 to take advantage of a favorable alignment of Jupiter and Saturn, to fly near th ...
s and the Galileo probes, among others.
Telerobots
Teleoperated robots, or telerobots, are devices
remotely operated from a distance by a human operator rather than following a predetermined sequence of movements, but which has semi-autonomous behaviour. They are used when a human cannot be present on site to perform a job because it is dangerous, far away, or inaccessible. The robot may be in another room or another country, or may be on a very different scale to the operator. For instance, a laparoscopic surgery robot allows the surgeon to work inside a human patient on a relatively small scale compared to open surgery, significantly shortening recovery time.
They can also be used to avoid exposing workers to the hazardous and tight spaces such as in
duct cleaning. When disabling a bomb, the operator sends a small robot to disable it. Several authors have been using a device called the Longpen to sign books remotely. Teleoperated robot aircraft, like the Predator
Unmanned Aerial Vehicle
An unmanned aerial vehicle (UAV), commonly known as a drone, is an aircraft without any human pilot, crew, or passengers on board. UAVs are a component of an unmanned aircraft system (UAS), which includes adding a ground-based controlle ...
, are increasingly being used by the military. These pilotless drones can search terrain and fire on targets. Hundreds of robots such as
iRobot's
Packbot and the
Foster-Miller TALON are being used in
Iraq
Iraq,; ku, عێراق, translit=Êraq officially the Republic of Iraq, '; ku, کۆماری عێراق, translit=Komarî Êraq is a country in Western Asia. It is bordered by Turkey to Iraq–Turkey border, the north, Iran to Iran–Iraq ...
and
Afghanistan
Afghanistan, officially the Islamic Emirate of Afghanistan,; prs, امارت اسلامی افغانستان is a landlocked country located at the crossroads of Central Asia and South Asia. Referred to as the Heart of Asia, it is bord ...
by the
U.S. military to defuse roadside bombs or
improvised explosive device
An improvised explosive device (IED) is a bomb constructed and deployed in ways other than in conventional military action. It may be constructed of conventional military explosives, such as an artillery shell, attached to a detonating mecha ...
s (IEDs) in an activity known as
explosive ordnance disposal
Bomb disposal is an explosives engineering profession using the process by which hazardous explosive devices are rendered safe. ''Bomb disposal'' is an all-encompassing term to describe the separate, but interrelated functions in the milit ...
(EOD).
Automated fruit harvesting machines
Robots are used to
automate picking fruit on orchards at a cost lower than that of human pickers.
Domestic robots
Domestic robots are simple robots dedicated to a single task work in home use. They are used in simple but often disliked jobs, such as
vacuum cleaning
A vacuum cleaner, also known simply as a vacuum or a hoover, is a device that causes suction in order to remove dirt from floors, upholstery, draperies, and other surfaces. It is generally electrically driven.
The dirt is collected by either a ...
,
floor washing, and
lawn mowing
A lawn mower (also known as a mower, grass cutter or lawnmower) is a device utilizing one or more revolving blades (or a reel) to cut a grass surface to an even height. The height of the cut grass may be fixed by the design of the mower, but g ...
. An example of a domestic robot is a
Roomba.
Military robots
Military robots include the
SWORDS robot
The Foster-Miller TALON remotely operated vehicle is a small, tracked military robot designed for missions ranging from reconnaissance to combat. It is made by American robotics company Qinetiq-NA, a subsidiary of Qinetiq.
Overview
Foster-Mill ...
which is currently used in ground-based combat. It can use a variety of weapons and there is some discussion of giving it some degree of autonomy in battleground situations.
Unmanned combat air vehicle
An unmanned combat aerial vehicle (UCAV), also known as a combat drone, colloquially shortened as drone or battlefield UAV, is an unmanned aerial vehicle (UAV) that is used for intelligence, surveillance, target acquisition, and reconnaissance ...
s (UCAVs), which are an upgraded form of
UAVs, can do a wide variety of missions, including combat. UCAVs are being designed such as the
BAE Systems Mantis
The BAE Systems Mantis Unmanned Autonomous System Advanced Concept Technology Demonstrator is a British demonstrator programme for Unmanned Combat Air Vehicle (UCAV) technology. The Mantis is a twin-engine, turboprop-powered UCAV with a wing ...
which would have the ability to fly themselves, to pick their own course and target, and to make most decisions on their own. The
BAE Taranis is a UCAV built by Great Britain which can fly across continents without a pilot and has new means to avoid detection.
Flight trials are expected to begin in 2011.
The
AAAI
The Association for the Advancement of Artificial Intelligence (AAAI) is an international scientific society devoted to promote research in, and responsible use of, artificial intelligence. AAAI also aims to increase public understanding of artif ...
has studied this topic in depth
and its president has commissioned a study to look at this issue.
Some have suggested a need to build "
Friendly AI", meaning that the advances which are already occurring with AI should also include an effort to make AI intrinsically friendly and humane. Several such measures reportedly already exist, with robot-heavy countries such as Japan and South Korea
having begun to pass regulations requiring robots to be equipped with safety systems, and possibly sets of 'laws' akin to Asimov's
Three Laws of Robotics
The Three Laws of Robotics (often shortened to The Three Laws or known as Asimov's Laws) are a set of rules devised by science fiction author Isaac Asimov. The rules were introduced in his 1942 short story " Runaround" (included in the 1950 colle ...
. An official report was issued in 2009 by the Japanese government's Robot Industry Policy Committee. Chinese officials and researchers have issued a report suggesting a set of ethical rules, and a set of new legal guidelines referred to as "Robot Legal Studies."
Some concern has been expressed over a possible occurrence of robots telling apparent falsehoods.
Mining robots
Mining robots are designed to solve a number of problems currently facing the mining industry, including skills shortages, improving productivity from declining ore grades, and achieving environmental targets. Due to the hazardous nature of mining, in particular
underground mining
Mining is the extraction of valuable minerals or other geological materials from the Earth, usually from an ore body, lode, vein, seam, reef, or placer deposit. The exploitation of these deposits for raw material is based on the economic via ...
, the prevalence of autonomous, semi-autonomous, and tele-operated robots has greatly increased in recent times. A number of vehicle manufacturers provide autonomous trains, trucks and
loaders that will load material, transport it on the mine site to its destination, and unload without requiring human intervention. One of the world's largest mining corporations,
Rio Tinto, has recently expanded its autonomous truck fleet to the world's largest, consisting of 150 autonomous
Komatsu trucks, operating in
Western Australia
Western Australia (commonly abbreviated as WA) is a state of Australia occupying the western percent of the land area of Australia excluding external territories. It is bounded by the Indian Ocean to the north and west, the Southern Ocean to ...
. Similarly,
BHP has announced the expansion of its autonomous drill fleet to the world's largest, 21 autonomous
Atlas Copco drills.
Drilling,
longwall and
rockbreaking machines are now also available as autonomous robots. The
Atlas Copco Rig Control System can autonomously execute a drilling plan on a
drilling rig
A drilling rig is an integrated system that Drilling, drills wells, such as oil or water wells, or holes for piling and other construction purposes, into the earth's subsurface. Drilling rigs can be massive structures housing equipment used to ...
, moving the rig into position using GPS, set up the drill rig and drill down to specified depths. Similarly, the
Transmin
Transmin is an Australian privately owned company specialising in bulk materials handling equipment and related products headquartered in Malaga, Western Australia, 15 kilometres north of Perth, Western Australia, that provides engineered equip ...
Rocklogic system can automatically plan a path to position a rockbreaker at a selected destination. These systems greatly enhance the safety and efficiency of mining operations.
Healthcare
Robots in healthcare have two main functions. Those which assist an individual, such as a sufferer of a disease like Multiple Sclerosis, and those which aid in the overall systems such as pharmacies and hospitals.
Home automation for the elderly and disabled

Robots used in
home automation
Home automation or domotics is building automation for a home, called a smart home or smart house. A home automation system will monitor and/or control home attributes such as lighting, climate, entertainment systems, and appliances. It ...
have developed over time from simple basic robotic assistants, such as the
Handy 1,
through to semi-autonomous robots, such as
FRIEND which can assist the elderly and disabled with common tasks.
The population is
aging
Ageing ( BE) or aging ( AE) is the process of becoming older. The term refers mainly to humans, many other animals, and fungi, whereas for example, bacteria, perennial plants and some simple animals are potentially biologically immortal. In ...
in many countries, especially Japan, meaning that there are increasing numbers of elderly people to care for, but relatively fewer young people to care for them. Humans make the best carers, but where they are unavailable, robots are gradually being introduced.
FRIEND is a semi-autonomous robot designed to support
disabled
Disability is the experience of any condition that makes it more difficult for a person to do certain activities or have equitable access within a given society. Disabilities may be cognitive, developmental, intellectual, mental, physical, s ...
and
elderly
Old age refers to ages nearing or surpassing the life expectancy of human beings, and is thus the end of the human life cycle. Terms and euphemisms for people at this age include old people, the elderly (worldwide usage), OAPs (British usage ...
people in their daily life activities, like preparing and serving a meal. FRIEND make it possible for
patients
A patient is any recipient of health care services that are performed by healthcare professionals. The patient is most often ill or injured and in need of treatment by a physician, nurse, optometrist, dentist, veterinarian, or other healt ...
who are
paraplegic
Paraplegia, or paraparesis, is an impairment in motor or sensory function of the lower extremities. The word comes from Ionic Greek ()
"half-stricken". It is usually caused by spinal cord injury or a congenital condition that affects the neur ...
, have muscle diseases or serious
paralysis
Paralysis (also known as plegia) is a loss of motor function in one or more muscles. Paralysis can also be accompanied by a loss of feeling (sensory loss) in the affected area if there is sensory damage. In the United States, roughly 1 in 5 ...
(due to strokes etc.), to perform tasks without help from other people like therapists or nursing staff.
Pharmacies
Script Pro manufactures a robot designed to help pharmacies fill prescriptions that consist of oral solids or
medications in pill form. The pharmacist or
pharmacy technician enters the prescription information into its information system. The system, upon determining whether or not the drug is in the robot, will send the information to the robot for filling. The robot has 3 different size vials to fill determined by the size of the pill. The robot technician, user, or pharmacist determines the needed size of the vial based on the tablet when the robot is stocked. Once the vial is filled it is brought up to a conveyor belt that delivers it to a holder that spins the vial and attaches the patient label. Afterwards it is set on another conveyor that delivers the patient's medication vial to a slot labeled with the patient's name on an LED read out. The pharmacist or technician then checks the contents of the vial to ensure it's the correct drug for the correct patient and then seals the vials and sends it out front to be picked up.
McKesson's Robot RX is another healthcare robotics product that helps pharmacies dispense thousands of medications daily with little or no errors. The robot can be ten feet wide and thirty feet long and can hold hundreds of different kinds of medications and thousands of doses. The pharmacy saves many resources like staff members that are otherwise unavailable in a resource scarce industry. It uses an
electromechanical
In engineering, electromechanics combines processes and procedures drawn from electrical engineering and mechanical engineering. Electromechanics focuses on the interaction of electrical and mechanical systems as a whole and how the two system ...
head coupled with a
pneumatic system to capture each dose and deliver it to either its stocked or dispensed location. The head moves along a single axis while it rotates 180 degrees to pull the medications. During this process it uses
barcode
A barcode or bar code is a method of representing data in a visual, Machine-readable data, machine-readable form. Initially, barcodes represented data by varying the widths, spacings and sizes of parallel lines. These barcodes, now commonly refe ...
technology to verify it's pulling the correct drug. It then delivers the drug to a patient specific bin on a conveyor belt. Once the bin is filled with all of the drugs that a particular patient needs and that the robot stocks, the bin is then released and returned out on the conveyor belt to a technician waiting to load it into a cart for delivery to the floor.
Research robots
While most robots today are installed in factories or homes, performing labour or life saving jobs, many new types of robot are being developed in
laboratories
A laboratory (; ; colloquially lab) is a facility that provides controlled conditions in which scientific or technological research, experiments, and measurement may be performed. Laboratory services are provided in a variety of settings: physici ...
around the world. Much of the research in robotics focuses not on specific industrial tasks, but on investigations into new types of robot, alternative ways to think about or design robots, and new ways to manufacture them. It is expected that these new types of robot will be able to solve real world problems when they are finally realized.
Bionic and biomimetic robots
One approach to designing robots is to base them on animals.
BionicKangaroo was designed and engineered by studying and applying the physiology and methods of locomotion of a kangaroo.
Nanorobots
Nanorobotics is the
emerging technology field of creating machines or robots whose components are at or close to the microscopic scale of a
nanometer
330px, Different lengths as in respect to the molecular scale.
The nanometre (international spelling as used by the International Bureau of Weights and Measures; SI symbol: nm) or nanometer (American and British English spelling differences#-re, ...
(10
−9 meters). Also known as "nanobots" or "nanites", they would be constructed from
molecular machine
A molecular machine, nanite, or nanomachine is a molecular component that produces quasi-mechanical movements (output) in response to specific stimuli (input). In cellular biology, macromolecular machines frequently perform tasks essential for ...
s. So far, researchers have mostly produced only parts of these complex systems, such as bearings, sensors, and
synthetic molecular motors
Synthetic molecular motors are molecular machines capable of continuous directional rotation under an energy input. Although the term "molecular motor" has traditionally referred to a naturally occurring protein that induces motion (via protein d ...
, but functioning robots have also been made such as the entrants to the Nanobot Robocup contest. Researchers also hope to be able to create entire robots as small as viruses or bacteria, which could perform tasks on a tiny scale. Possible applications include micro surgery (on the level of individual
cells),
utility fog, manufacturing, weaponry and cleaning. Some people have suggested that if there were nanobots which could reproduce, the earth would turn into "
grey goo
Gray goo (also spelled as grey goo) is a hypothetical global catastrophic scenario involving molecular nanotechnology in which out-of-control self-replicating machines consume all biomass on Earth while building many more of themselves, a scen ...
", while others argue that this hypothetical outcome is nonsense.
Reconfigurable robots
A few researchers have investigated the possibility of creating robots which can
alter their physical form to suit a particular task, like the fictional
T-1000
The T-1000 is a fictional character in the ''Terminator'' franchise. A shapeshifting android Terminator assassin, the T-1000 is the main antagonist of '' Terminator 2: Judgment Day'', as well as a minor antagonist in ''Terminator Genisys'' and ...
. Real robots are nowhere near that sophisticated however, and mostly consist of a small number of cube shaped units, which can move relative to their neighbours. Algorithms have been designed in case any such robots become a reality.
Robotic, mobile laboratory operators
In July 2020 scientists reported the development of a mobile robot chemist and demonstrate that it can assist in experimental searches. According to the scientists their strategy was
automating the researcher rather than the instruments – freeing up time for the human researchers to think creatively – and could identify photocatalyst mixtures for hydrogen production from water that were six times more active than initial formulations. The modular robot can operate laboratory instruments, work nearly around the clock, and autonomously make decisions on his next actions depending on experimental results.
Soft-bodied robots
Robots with
silicone bodies and flexible actuators (
air muscles,
electroactive polymers, and
ferrofluids) look and feel different from robots with rigid skeletons, and can have different behaviors. Soft, flexible (and sometimes even squishy) robots are often designed to mimic the biomechanics of animals and other things found in nature, which is leading to new applications in medicine, care giving, search and rescue, food handling and manufacturing, and scientific exploration.
Swarm robots
Inspired by
colonies of insects such as
ants
Ants are Eusociality, eusocial insects of the Family (biology), family Formicidae and, along with the related wasps and bees, belong to the Taxonomy (biology), order Hymenoptera. Ants evolved from Vespoidea, vespoid wasp ancestors in the Creta ...
and
bees, researchers are modeling the behavior of
swarms of thousands of tiny robots which together perform a useful task, such as finding something hidden, cleaning, or spying. Each robot is quite simple, but the
emergent behavior of the swarm is more complex. The whole set of robots can be considered as one single distributed system, in the same way an ant colony can be considered a
superorganism, exhibiting
swarm intelligence. The largest swarms so far created include the iRobot swarm, the SRI/MobileRobots CentiBots project and the Open-source Micro-robotic Project swarm, which are being used to research collective behaviors. Swarms are also more resistant to failure. Whereas one large robot may fail and ruin a mission, a swarm can continue even if several robots fail. This could make them attractive for space exploration missions, where failure is normally extremely costly.
Haptic interface robots
Robotics also has application in the design of
virtual reality
Virtual reality (VR) is a simulated experience that employs pose tracking and 3D near-eye displays to give the user an immersive feel of a virtual world. Applications of virtual reality include entertainment (particularly video games), e ...
interfaces. Specialized robots are in widespread use in the
haptic research community. These robots, called "haptic interfaces", allow touch-enabled user interaction with real and virtual environments. Robotic forces allow simulating the mechanical properties of "virtual" objects, which users can experience through their sense of
touch
In physiology, the somatosensory system is the network of neural structures in the brain and body that produce the perception of touch ( haptic perception), as well as temperature ( thermoception), body position ( proprioception), and pain. It ...
.
Contemporary art and sculpture
Robots are used by contemporary artists to create works that include mechanical automation. There are many branches of robotic art, one of which is robotic installation art, a type of
installation art
Installation art is an artistic genre of three-dimensional works that are often site-specific and designed to transform the perception of a space. Generally, the term is applied to interior spaces, whereas exterior interventions are often calle ...
that is programmed to respond to viewer interactions, by means of computers, sensors and actuators. The future behavior of such installations can therefore be altered by input from either the artist or the participant, which differentiates these artworks from other types of
kinetic art.
Le Grand Palais
The Grand Palais des Champs-Élysées ( en, Great Palace of the Elysian Fields), commonly known as the Grand Palais (English: Great Palace), is a historic site, exhibition hall and museum complex located at the Champs-Élysées in the 8th arro ...
in Paris organized an exhibition "Artists & Robots", featuring artworks created by more than forty artists with the help of robots in 2018.
Robots in popular culture
Literature
Robotic characters,
androids (artificial men/women) or
gynoid
A gynoid, or fembot, is a feminine humanoid robot. Gynoids appear widely in science fiction film and art. As more realistic humanoid robot design becomes technologically possible, they are also emerging in real-life robot design.
Name
A gyno ...
s (artificial women), and
cyborg
A cyborg ()—a portmanteau of ''cybernetic'' and ''organism''—is a being with both organic and biomechatronic body parts. The term was coined in 1960 by Manfred Clynes and Nathan S. Kline. s (also "
bionic men/women", or humans with significant mechanical enhancements) have become a staple of science fiction.
The first reference in Western literature to mechanical servants appears in
Homer
Homer (; grc, Ὅμηρος , ''Hómēros'') (born ) was a Greek poet who is credited as the author of the '' Iliad'' and the '' Odyssey'', two epic poems that are foundational works of ancient Greek literature. Homer is considered one of ...
's ''
Iliad
The ''Iliad'' (; grc, Ἰλιάς, Iliás, ; "a poem about Ilium") is one of two major ancient Greek epic poems attributed to Homer. It is one of the oldest extant works of literature still widely read by modern audiences. As with the '' Odys ...
''. In Book XVIII,
Hephaestus
Hephaestus (; eight spellings; grc-gre, Ἥφαιστος, Hḗphaistos) is the Greek god of blacksmiths, metalworking, carpenters, craftsmen, artisans, sculptors, metallurgy, fire (compare, however, with Hestia), and volcanoes.Walter ...
, god of fire, creates new armor for the hero Achilles, assisted by robots.
According to the
Rieu translation, "Golden maidservants hastened to help their master. They looked like real women and could not only speak and use their limbs but were endowed with intelligence and trained in handwork by the immortal gods." The words "robot" or "android" are not used to describe them, but they are nevertheless mechanical devices human in appearance. "The first use of the word Robot was in Karel Čapek's play R.U.R. (Rossum's Universal Robots) (written in 1920)". Writer Karel Čapek was born in Czechoslovakia (Czech Republic).
Possibly the most prolific author of the twentieth century was
Isaac Asimov
Isaac Asimov ( ; 1920 – April 6, 1992) was an American writer and professor of biochemistry at Boston University. During his lifetime, Asimov was considered one of the "Big Three" science fiction writers, along with Robert A. Heinlein and ...
(1920–1992)
who published over five-hundred books.
Asimov is probably best remembered for his science-fiction stories and especially those about robots, where he placed robots and their interaction with society at the center of many of his works. Asimov carefully considered the problem of the ideal set of instructions robots might be given to lower the risk to humans, and arrived at his
Three Laws of Robotics
The Three Laws of Robotics (often shortened to The Three Laws or known as Asimov's Laws) are a set of rules devised by science fiction author Isaac Asimov. The rules were introduced in his 1942 short story " Runaround" (included in the 1950 colle ...
: a robot may not injure a human being or, through inaction, allow a human being to come to harm; a robot must obey orders given it by human beings, except where such orders would conflict with the First Law; and a robot must protect its own existence as long as such protection does not conflict with the First or Second Law. These were introduced in his 1942 short story "Runaround", although foreshadowed in a few earlier stories. Later, Asimov added the Zeroth Law: "A robot may not harm humanity, or, by inaction, allow humanity to come to harm"; the rest of the laws are modified sequentially to acknowledge this.
According to the ''Oxford English Dictionary,'' the first passage in Asimov's short story "
Liar!" (1941) that mentions the First Law is the earliest recorded use of the word ''
robotics
Robotics is an interdisciplinarity, interdisciplinary branch of computer science and engineering. Robotics involves design, construction, operation, and use of robots. The goal of robotics is to design machines that can help and assist human ...
''. Asimov was not initially aware of this; he assumed the word already existed by analogy with ''mechanics,'' ''hydraulics,'' and other similar terms denoting branches of applied knowledge.
Films
Robots appear in many films. Most of the robots in cinema are fictional. Two of the most famous are
R2-D2 and
C-3PO from the ''
Star Wars
''Star Wars'' is an American epic space opera multimedia franchise created by George Lucas, which began with the eponymous 1977 film and quickly became a worldwide pop-culture phenomenon. The franchise has been expanded into various film ...
'' franchise.
Sex robots
The concept of humanoid
sex robots has drawn public attention and elicited debate regarding their supposed benefits and potential effects on society. Opponents argue that the introduction of such devices would be socially harmful, and demeaning to women and children,
while proponents cite their potential therapeutical benefits, particularly in aiding people with
dementia
Dementia is a disorder which manifests as a set of related symptoms, which usually surfaces when the brain is damaged by injury or disease. The symptoms involve progressive impairments in memory, thinking, and behavior, which negatively affe ...
or
depression.
Problems depicted in popular culture

Fears and concerns about robots have been repeatedly expressed in a wide range of books and films. A common theme is the development of a master race of conscious and highly intelligent robots, motivated to take over or destroy the human race. ''
Frankenstein
''Frankenstein; or, The Modern Prometheus'' is an 1818 novel written by English author Mary Shelley. ''Frankenstein'' tells the story of Victor Frankenstein, a young scientist who creates a sapient creature in an unorthodox scientific exp ...
'' (1818), often called the first science fiction novel, has become synonymous with the theme of a robot or android advancing beyond its creator.
Other works with similar themes include ''
The Mechanical Man'', ''
The Terminator
''The Terminator'' is a 1984 American science fiction action film directed by James Cameron. It stars Arnold Schwarzenegger as the Terminator, a cyborg assassin sent back in time from 2029 to 1984 to kill Sarah Connor ( Linda Hamilton), who ...
'', ''
Runaway
Runaway, Runaways or Run Away may refer to:
Engineering
* Runaway reaction, a chemical reaction releasing more heat than what can be removed and becoming uncontrollable
* Thermal runaway, self-increase of the reaction rate of an exothermic proce ...
'', ''
RoboCop
''RoboCop'' is a 1987 American Science fiction film, science fiction action film directed by Paul Verhoeven and written by Edward Neumeier and Michael Miner. The film stars Peter Weller, Nancy Allen (actress), Nancy Allen, Dan O'Herlihy, Dan ...
'', the
Replicators in ''Stargate'', the
Cylons
The Cylons are the main antagonists of the human race in the ''Battlestar Galactica'' science fiction franchise, making appearances in the original 1978 series, the 1980 series, the 2004 re-imagining, and the spin-off prequel series '' Ca ...
in ''
Battlestar Galactica'', the
Cybermen
The Cybermen are a fictional race of cyborgs principally portrayed in the British science fiction television programme ''Doctor Who''. The Cybermen are a species of space-faring cyborgs who often forcefully and painfully convert human beings ...
and
Dalek
The Daleks ( ) are a fictional extraterrestrial race of mutants principally portrayed in the British science fiction television programme ''Doctor Who''. They were conceived by writer Terry Nation and first appeared in the 1963 ''Doctor Who ...
s in ''
Doctor Who'', ''
The Matrix
''The Matrix'' is a 1999 science fiction film, science fiction action film written and directed by the Wachowskis. It is the first installment in The Matrix (franchise), ''The Matrix'' film series, starring Keanu Reeves, Laurence Fishburne, Car ...
'', ''
Enthiran'' and ''
I, Robot''. Some fictional robots are programmed to kill and destroy; others gain superhuman intelligence and abilities by upgrading their own software and hardware. Examples of popular media where the robot becomes evil are ''
2001: A Space Odyssey'', ''
Red Planet'' and ''
Enthiran''.
The 2017 game ''
Horizon Zero Dawn'' explores themes of robotics in warfare,
robot ethics, and the
AI control problem, as well as the positive or negative impact such technologies could have on the environment.
Another common theme is the reaction, sometimes called the "
uncanny valley
In aesthetics, the uncanny valley ( ja, 不気味の谷 ''bukimi no tani'') is a hypothesized relation between an object's degree of resemblance to a human being and the emotional response to the object. The concept suggests that humanoid object ...
", of unease and even revulsion at the sight of robots that mimic humans too closely.
More recently, fictional representations of artificially intelligent robots in films such as ''
A.I. Artificial Intelligence'' and ''
Ex Machina'' and the 2016 TV adaptation of ''
Westworld'' have engaged audience sympathy for the robots themselves.
See also
*
Index of robotics articles
*
Outline of robotics
*
Artificial intelligence
Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machine
A machine is a physical system using Power (physics), power to apply Force, forces and control Motion, moveme ...
*
William Grey Walter
William Grey Walter (February 19, 1910 – May 6, 1977) was an American-born British neurophysiologist, cybernetician and robotician.
Early life and education
Walter was born in Kansas City, Missouri, United States, on 19 February 1910, the ...
Specific robotics concepts
*
Robot locomotion
*
Simultaneous localization and mapping
Simultaneous localization and mapping (SLAM) is the computational problem of constructing or updating a map of an unknown environment while simultaneously keeping track of an agent's location within it. While this initially appears to be a ch ...
*
Tactile sensor
*
Teleoperation
*
Uncanny valley
In aesthetics, the uncanny valley ( ja, 不気味の谷 ''bukimi no tani'') is a hypothesized relation between an object's degree of resemblance to a human being and the emotional response to the object. The concept suggests that humanoid object ...
*
von Neumann machine
*
Wake-up robot problem In robotics, the wake-up robot problem refers to a situation where an autonomous robot is carried to an arbitrary location and put to operation, and the robot must localize itself without any prior knowledge.
The wake-up robot problem is closely ...
*
Neuromorphic engineering
Robotics methods and categories
*
Cognitive robotics
*
Companion robot A companion robot is a robot created for the purposes of creating real or apparent companionship for human beings. Target markets for companion robots include the elderly and single children.
Examples
There are several companion robot prototypes ...
*
Domestic robot
*
Epigenetic robotics
Developmental robotics (DevRob), sometimes called epigenetic robotics, is a scientific field which aims at studying the developmental mechanisms, architectures and constraints that allow lifelong and open-ended learning of new skills and new knowl ...
*
Evolutionary robotics
*
Humanoid robot
A humanoid robot is a robot resembling the human body in shape. The design may be for functional purposes, such as interacting with human tools and environments, for experimental purposes, such as the study of bipedal locomotion, or for other p ...
*
Autonomous robot
An autonomous robot is a robot that acts without recourse to human control. The first autonomous robots environment were known as Elmer and Elsie, which were constructed in the late 1940s by W. Grey Walter. They were the first robots in history ...
*
Microbotics
Microbotics (or microrobotics) is the field of miniature robotics, in particular mobile robots with characteristic dimensions less than 1 mm. The term can also be used for robots capable of handling micrometer size components.
History
Microb ...
*
Robot control
Specific robots and devices
*
AIBO
*
Autonomous spaceport drone ship
*
Driverless car
A self-driving car, also known as an autonomous car, driver-less car, or robotic car (robo-car), is a car that is capable of traveling without human input.Xie, S.; Hu, J.; Bhowmick, P.; Ding, Z.; Arvin, F.,Distributed Motion Planning for S ...
*
Friendly Robotics
*
Lely Juno family
The Lely Juno family is a family of robot series produced by Excel Dairy Services, headquartered in the Netherlands. The robots' main function and purpose is to provide labor on farms such as supplying food to cows
Cattle (''Bos taurus'') ...
*
Liquid handling robot
A liquid handling robot is used to automate workflows in life science laboratories. It is a robot that dispenses a selected quantity of reagent, samples or other liquid to a designated container.
Introduction
Liquid handling plays a pivo ...
*
Paro (robot)
PARO is a therapeutic robot baby harp seal, intended to be very cute and to have a calming effect on and elicit emotional responses in patients of hospitals and nursing homes, similar to animal-assisted therapy except using robots.
History
P ...
*
PatrolBot
*
RoboBee
*
Roborior
*
Robot App Store
Other related articles
*
Unmanned vehicle
*
Remote control vehicle
*
Automated guided vehicle
Further reading
*
See this humanoid robot artist sketch drawings from sight (CNN, Video, 2019)* Margolius, Ivan. 'The Robot of Prague', Newsletter, The Friends of Czech Heritage no. 17, Autumn 2017, pp. 3 – 6. https://czechfriends.net/images/RobotsMargoliusJul2017.pdf
* Glaser, Horst Albert and Rossbach, Sabine: The Artificial Human, Frankfurt/M., Bern, New York 201
"A Tragical History"*
Gutkind, L. (2006). ''
Almost Human: Making Robots Think''. New York: W. W. Norton & Company, Inc.
* Craig, J.J. (2005). ''Introduction to Robotics'', Pearson Prentice Hall. Upper Saddle River, NJ.
* Tsai, L. W. (1999). ''Robot Analysis''. Wiley. New York.
* Sotheby's New York. ''The Tin Toy Robot Collection of Matt Wyse'' (1996)
*
DeLanda, Manuel. ''
War in the Age of Intelligent Machines''. 1991. Swerve. New York.
*
Needham, Joseph
Noel Joseph Terence Montgomery Needham (; 9 December 1900 – 24 March 1995) was a British biochemist, historian of science and sinologist known for his scientific research and writing on the history of Chinese science and technology, init ...
(1986). ''
Science and Civilization in China
''Science and Civilisation in China'' (1954–present) is an ongoing series of books about the history of science and technology in China published by Cambridge University Press. It was initiated and edited by British historian Joseph Needham ( ...
: Volume 2''. Taipei: Caves Books Ltd.
* Cheney, Margaret
989:123(1981). ''Tesla, Man Out of Time''. Dorset Press. New York.
* Čapek, Karel (1920).
R.U.R.', Aventinum, Prague.
* TechCast Article Series, Jason Rupinski and Richard Mix
"Public Attitudes to Androids: Robot Gender, Tasks, & Pricing"
References
External links
*
Journal of Field Robotics
{{Authority control
Czech words and phrases
Science in popular culture
1920s neologisms