Department of Computer Science - University of Texas at Austin

UT Computer Science Ranks No. 11 Nationally Among Undergraduate Programs

The Department of Computer Science at The University of Texas at Austin ranks No. 11 nationally among undergraduate programs ...
Department of Computer Science - University of Texas at Austin

David Zuckerman Awarded Fellowship at the Institute for Advanced Study

Professor David Zuckerman, Regents Chair in Computer Science at UT Austin, was awarded a fellowship at the Institute for Advanced Study (IAS) in the School of Mathematics for the 2026–27 academic year ...
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Bill Press

Fast numerical and statistical algorithms Data mining and pattern recognition. Interdisciplinary application of mathematical and statistical methods across the physical and biological sciences, and to ...
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Outplaying Elite Table Tennis Players with an Autonomous Robot

Outplaying Elite Table Tennis Players with an Autonomous Robot. Peter Duerr, Mireille El Gheche, Guilherme Jorge Maeda, Nobuhiko Mukai, Naoya Takahashi, Stefan Heusser, Hamdi Sahloul, Yamen Saraiji, ...
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Deep Reinforcement Learning in Parameterized Action Space

Recent work has shown that deep neural networks are capable of approximating both value functions and policies in reinforcement learning domains featuring continuous state and action spaces. However, ...
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Boosting for Regression Transfer

David Pardoe and Peter Stone.
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Transfer Learning for Reinforcement Learning Domains: A Survey

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

Deep Recurrent Q-Learning for Partially Observable MDPs

BibTeX Entry @InProceedings {SDMIA15-Hausknecht, author = {Matthew Hausknecht and Peter Stone}, title = {Deep Recurrent Q-Learning for Partially Observable MDPs}, booktitle = {AAAI Fall Symposium on ...
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When Security Games Go Green: Designing Defender Strategies to Prevent Poaching and Illegal Fishing

Building on the successful applications of Stackelberg Security Games (SSGs) to protect infrastructure, researchers have begun focusing on applying game theory to green security domains such as ...
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Dan Tecuci

Dr. Tecuci is interested in how deep domain expertise is acquired, represented, and used by intelligent systems and the role that memory plays in these processes.
www.cs.utexas.edu

Course Information

The default delivery of this course is in person. Recordings of the lectures will be available via Lectures Online. If you are not able to make it to lecture or are feeling unwell, please watch the ...