E. Allen Emerson, a beloved and long-serving member of the faculty in Computer Science at UT Austin and a renowned Computer ...

Multiagent Systems: A survey from a machine learning perspective. Peter Stone and Manuela Veloso. Autonomous Robots, 8(3):345–383, July 2000. @Article(MASsurvey ...

Classically, imitation learning algorithms have been developed for idealized situations, e.g., the demonstrations are often required to be collected in the exact same environment and usually include ...

David Pardoe and Peter Stone.

Recent work has shown that deep neural networks are capable ofapproximating both value functions and policies in reinforcementlearning domains featuring continuous state and actionspaces. However, to ...

This schedule, and the links contained in it, are subject to change during the semester. Exam dates, however, are final. Reading assignments are generally from one of the required textbooks: the ...

Our students and faculty are changing the world through their contributions to computing education, research, and industry. These awards received by members of the UT Computer Science community make ...

Instead of the traditional double-major route, which often requires juggling separate degree plans, X+CS combines two fields ...

Deep learning neural network algorithms, including convolutional and recurrent networks, have risen to popularity in recent years. Along with this popularity has come a wide range of implementations ...

UT Austin’s Scott Aaronson and his former postdoctoral researcher, Shih-Han Hung, played a key role in demonstrating the ...