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Cybersecurity Concentration

As our daily lives increasingly depend on technology, the security and privacy of that technology becomes ever more important. Gain a critical understanding of the technological needs, threats, and ...
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Telemoma: A Modular and Versatile Teleoperation System for Mobile Manipulation

A critical bottleneck limiting imitation learning in robotics is the lack of data. This problem is more severe in mobile manipulation, where collecting demonstrations is harder than in stationary ...
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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.
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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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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 ...
Department of Computer Science - University of Texas at Austin

Lili Qiu Wins SIGMOBILE Test-of-Time Award for Landmark Paper

Lili Qiu, professor of Computer Science and a leader in AI systems, wireless sensing, and real-world intelligence, was awarded a Test-of-Time award by ACM SIGMOBILE for her 2003 paper: Impact of ...
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On the reliability of programs.

All speakers of the lecture series have received very strict instructions as how to arrange their speech; as a result I expect all speeches to be similar to each other. Mine will not differ, I adhere ...
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The Three Golden Rules for Successful Scientific Research.

This note is devoted to three rules, the following of which is necessary if you want to be successful in scientific research. (If you manage to follow them, they will prove close to sufficient, but ...
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Doug Burger

Interests: Computer architecture, reconfigurable logic, computing technologies, ubiquitous and wearable computing, privacy and personal data management, mobile devices, cloud services, datacenter ...
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Major Quantum Computing Advance Made Obsolete by UT Grad

Ewin Tang, a 2018 University of Texas at Austin graduate in computer science and mathematics, is receiving national attention for a feat accomplished at the age of 18 by disproving, as part of an ...
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Brain Activity Decoder Can Reveal Stories in People’s Minds

Alex Huth (left), Shailee Jain (center) and Jerry Tang (right) prepare to collect brain activity data in the Biomedical Imaging Center at The University of Texas at Austin. The researchers trained ...