I am
the founder and director of the
Learning Agents Research Group (LARG) within the
Artificial
Intelligence Laboratory in the
Department of
Computer Science at
The University of
Texas at Austin, as well as Department Chair and
Founding Director of
Texas Robotics.
I was a co-founder of
Cogitai, Inc.
and am now Chief Scientist of
Sony AI.
My main research interest in AI is understanding how we can best
create complete intelligent agents. I consider adaptation,
interaction, and embodiment to be essential capabilities of such
agents. Thus, my research focuses mainly on
machine learning,
multiagent systems, and robotics. To me, the most exciting research
topics are those inspired by challenging real-world problems. I
believe that complete successful research includes both precise, novel
algorithms and fully implemented and rigorously evaluated
applications. My application domains have included robot soccer,
autonomous bidding agents, autonomous vehicles, and human-interactive agents.
LARG on social media: