Geoffrey J. Gordon
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Geoffrey J. Gordon is a professor at the Machine Learning Department at
Carnegie Mellon University Carnegie Mellon University (CMU) is a private research university in Pittsburgh, Pennsylvania. One of its predecessors was established in 1900 by Andrew Carnegie as the Carnegie Technical Schools; it became the Carnegie Institute of Technology ...
in
Pittsburgh Pittsburgh ( ) is a city in the Commonwealth (U.S. state), Commonwealth of Pennsylvania, United States, and the county seat of Allegheny County, Pennsylvania, Allegheny County. It is the most populous city in both Allegheny County and Wester ...
and director of research at the
Microsoft Microsoft Corporation is an American multinational technology corporation producing computer software, consumer electronics, personal computers, and related services headquartered at the Microsoft Redmond campus located in Redmond, Washing ...
Montréal lab. He is known for his research in
statistical relational learning Statistical relational learning (SRL) is a subdiscipline of artificial intelligence and machine learning that is concerned with domain models that exhibit both uncertainty (which can be dealt with using statistical methods) and complex, relational ...
(a subdiscipline of
artificial intelligence Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech re ...
and
machine learning Machine learning (ML) is a field of inquiry devoted to understanding and building methods that 'learn', that is, methods that leverage data to improve performance on some set of tasks. It is seen as a part of artificial intelligence. Machine ...
) and on anytime dynamic variants of the A* search algorithm.Likhachev, Maxim; Gordon, Geoff; Thrun, Sebastian.
ARA*: Anytime A* search with provable bounds on sub-optimality
. In S. Thrun, L. Saul, and B. Schölkopf, editors, ''Proceedings of Conference on Neural Information Processing Systems (NIPS)'', Cambridge, MA, 2003. MIT Press.
His research interests include multi-agent planning, reinforcement learning, decision-theoretic planning, statistical models of difficult data (e.g. maps, video, text), computational learning theory, and game theory. Gordon received a B.A. in computer science from
Cornell University Cornell University is a private statutory land-grant research university based in Ithaca, New York. It is a member of the Ivy League. Founded in 1865 by Ezra Cornell and Andrew Dickson White, Cornell was founded with the intention to teach an ...
in 1991, and a PhD at Carnegie Mellon in 1999.


References

Carnegie Mellon University alumni Carnegie Mellon University faculty Cornell University alumni Year of birth missing (living people) Microsoft employees Machine learning researchers Living people {{Compu-bio-stub