Big news from UTCS: With renewed funding from the National Science Foundation, IFML researchers are expanding their work to make AI more accurate, reliable, and ready for the real world. This critical ...

Artificial Intelligence and Life in 2030. Peter Stone, Rodney Brooks, Erik Brynjolfsson, Ryan Calo, Oren Etzioni, Greg Hager, Julia Hirschberg, Shivaram Kalyanakrishnan, Ece Kamar, Sarit Kraus, Kevin ...

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, ...

Ph.D. Dissertation. FLAME Working Note #6, The University of Texas at Austin, Department of Computer Sciences. Technical Report TR-2001-44. Nov. 2001. (Supervised by Robert van de Geijn ...

Current approaches to learning cooperative multi-agent behaviors assumerelatively restrictive settings. In standard fully cooperative multi-agentreinforcement learning, the learning algorithm controls ...

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.

Interests: Computer architecture, reconfigurable logic, computing technologies, ubiquitous and wearable computing, privacy and personal data management, mobile devices, cloud services, datacenter ...

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 ...

Sometimes, you want to redirect the output of your program to a file–maybe to record it for another program, or because you want to search through it with grep. If you have to do this at the C level, ...

I am a 4th year computer science PhD student at UT Austin, advised by Prof. Swarat Chaudhuri. My research focuses on building machine learning frameworks to generate code with human-like efficiency. I ...

FLAME: Formal Linear Algebra Methods Environment1Introduction Bibliography About this document ... Robert van de Geijn 2000-11-03 ...

UT Austin is celebrating 100 years of quantum science, highlighting its impact on computing, clean energy, and medicine. Faculty member Scott Aaronson is advancing quantum computing by developing ...