In this academy, you’ll explore how data scientists analyze real-world data to uncover meaningful insights. Through hands-on projects, you’ll learn the fundamentals of data analysis and machine ...

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.

Spring 2026: 52805 (59) 12 Jan - 27 Apr 2026 M 4 pm: RLP 0.128 https://gitlab.com/gpdowning-ut/cs104c/ https://www.cs.utexas.edu/~utpc/ ...

Zeller's Congruence is an algorithm devised by Christian Zeller (1822-1899) to calculate the day of the week for any Gregorian calendar date. (There is a slightly modified version for Julian calendar ...

Continual Learning and Private Unlearning. Bo Liu, Qiang Liu, and Peter Stone. @InProceedings{CoLLAs22-Liu, author = {Bo Liu and Qiang Liu and Peter Stone}, title = {Continual Learning and Private ...

Artificial Intelligence and Life in 2030. Peter Stone, Rodney Brooks, Erik Brynjolfsson, Ryan Calo, Oren Etzioni, Greg Hager, Julia Hirschberg, Shivaram ...

A critical bottleneck limiting imitation learning in robotics is the lack ofdata. This problem is more severe in mobile manipulation, where collectingdemonstrations is harder than in stationary ...

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 ...

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

Chapters from the text and a few other readings will be assigned throughout the semester, and the reading should be done before the corresponding class. Copies of the class lecture slides (in ...