The John Simon Guggenheim Memorial Foundation has named Swarat Chaudhuri, a professor of computer science at The University ...

Raghu Meka, a 2011 doctoral graduate, was awarded with one of the highest research awards by the IEEE Computer Society, an ...

Texas Robotics launched a new Robotics Honors Undergraduate Program in collaboration with Computer Science, Aerospace Engineering, Computational Engineering, Electrical & Computer Engineering, and ...

The 2025-2026 rankings tout computer science at The University of Texas at Austin as among the seven best nationally. The UT Computer Science graduate program continues to be recognized as a top 10 ...

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

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 ...

Imitation from observation (IfO) is the problem of learning directly from state-only demonstrations without having access to the demonstrator's actions.The lack of action information both ...

Though computers have surpassed humans at many tasks, especially computationally intensive ones, there are many tasks for which human expertise remains necessary and/or useful. For such tasks, it is ...