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

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 ...

Lecture-based course in the fall semester that features prominent entrepreneurs telling the stories of how they founded their companies and answering questions from the students. Students get to pitch ...

Your graduate experience spans the academic, social and professional. Together with peers and faculty, you’ll explore new ideas, exchange insights and build connections that inspire curiosity, ...

The right music at the right time: adaptive personalized playlists based on sequence modeling. Elad Liebman, Maytal Saar-Tsechansky, and Peter Stone Peter Stone. Management Information Systems ...

Simulation is often used in research and industry as a low cost, high efficiency alternative to real model testing. Simulation has also been used to develop and test powerful learning algorithms.

Suppose you ran a small company and needed to hire a new secretary. It's a tough job market and you get a lot of applicants, but you know how many candidates are in the hiring "pool." The candidates ...

Welcome to CS 309. This is an intensive research course that spans one year. Our program aims to produce original research that we can publish. Here are our core beliefs: We believe in self-directed ...

Every year, we send four teams (each consisting of three students) to the tri-state South Central Regional. One team from UT Austin might advance to the North America Championship and the World Finals ...