Researchers at The University of Texas at Austin and Cognizant AI Labs have developed an AI-driven system that leverages 175 ...

Patrick MacAlpine and Peter Stone.

I am an Associate Professor of Instruction in the Department of Computer Science.

Transfer Learning for Reinforcement Learning Domains: A Survey. Matthew E. Taylor and Peter Stone. Journal of Machine Learning Research, 10(1):1633–1685, 2009.

Transfer Learning for Reinforcement Learning on a Physical Robot. Samuel Barrett, Matt E. Taylor, and Peter Stone. In Ninth International Conference on Autonomous Agents and Multiagent Systems - ...

Course web page: http://www.cs.utexas.edu/~ecprice/courses/randomized/fa23/ ...

To Teach or not to Teach? Decision Making Under Uncertainty in Ad Hoc Teams. Peter Stone and Sarit Kraus. In The Ninth International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ...

UT Austin Villa RoboCup 3D Simulation Base Code Release. Patrick MacAlpine and Peter Stone. In Sven Behnke, Daniel D. Lee, Sanem Sariel, and Raymond Sheh, editors, RoboCup 2016: Robot Soccer World Cup ...

Reasoning about Hypothetical Agent Behaviours and their Parameters. Stefano Albrecht and Peter Stone. In Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems ...

Prerequisite: Computer Science 311 or 311H with a grade of at least C-; and registration or credit in Computer Science 314 or 314H with a grade of at least C-. Computer Science 104 and 109 (Topic: ...

Current approaches to learning cooperative multi-agent behaviors assumerelatively restrictive settings. In standard fully cooperative multi-agentreinforcement learning, the learning algorithm controls ...

Programming Contests at UT is a chapter of the ICPC: International Collegiate Programming Contest. The International Collegiate Programming Contest is an algorithmic programming contest for college ...