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I am currently working at Sony AI. Previously, I worked as a senior research scientist at Cogitai and before that I was a research scientist at Amazon Robotics. Before that, I defended my Ph.D. thesis at the University of Texas at Austin on October 29, 2014. My dissertation examined the problem of ad hoc teamwork, cooperating with unknown teammates. Specifically, I looked into how robots and other agents could reuse knowledge learned about previous teammates in order to quickly adapt to new teammates. My advisor was Peter Stone, and I was a member of the Learning Agents Research Group (LARG). While at UT, I also helped the UT Austin Villa team win the 2012 international RoboCup competition in the standard platform league (SPL). Before joining UT, I obtained my B.S. in Computer Science from Stevens Institute of Technology in May 2008.
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Senior Research ScientistSonyai Nov 2019 - PresentTokyo, Jp -
Senior Research ScientistCogitai, Inc. Aug 2016 - Nov 2019- Architect and developer of continua-ai: the machine learning library powering Continua- Brought Cogitai's core product to market: the Continua platform for reinforcement learning, supervised learning, and unsupervised learning- Manager and technical lead for a team of researchers and engineers -
Research ScientistAmazon Robotics Nov 2014 - Aug 2016North Reading, Ma, Us- Researched and developed a machine learning system for detecting problems in Amazon warehouses, saving millions of dollars a year- Performed research on applying machine learning to robotics systems- Created and taught a course on machine learning at Amazon Robotics -
Phd Student, Ndseg FellowThe University Of Texas At Austin Aug 2008 - Oct 2014Austin, Tx, Us- Created an empirically supported algorithm for cooperating with unknown teammates- Developed a novel transfer learning algorithm for combining information from many sources- Analyzed teamwork problems theoretically and proved their tractability- Developed behaviors for locomotion, teamwork, and whole body control for humanoid robots- Led robot soccer team to win the international RoboCup Standard Platform League in 2012 -
Research InternMit Lincoln Laboratory Jun 2009 - Aug 2009Lexington, Ma, Us -
ResearcherStevens Institute Of Technology Jun 2005 - Aug 2008Hoboken, Nj, Us -
ResearcherNsf-Funded Reu At Utah State University Jun 2007 - Sep 2007
Samuel Barrett Skills
Samuel Barrett Education Details
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The University Of Texas At AustinComputer Science -
Stevens Institute Of TechnologyComputer Science
Frequently Asked Questions about Samuel Barrett
What company does Samuel Barrett work for?
Samuel Barrett works for Sonyai
What is Samuel Barrett's role at the current company?
Samuel Barrett's current role is Senior Research Scientist at SonyAI.
What is Samuel Barrett's email address?
Samuel Barrett's email address is sb****@****xas.edu
What is Samuel Barrett's direct phone number?
Samuel Barrett's direct phone number is (714) 987*****
What schools did Samuel Barrett attend?
Samuel Barrett attended The University Of Texas At Austin, Stevens Institute Of Technology.
What skills is Samuel Barrett known for?
Samuel Barrett has skills like Algorithms, Artificial Intelligence, Python, C++, Machine Learning, Robotics, Java, Matlab, Latex, Computer Vision, Pattern Recognition, Lua.
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