Peter Stone
Professor
Research
Research Areas:
Research Interests:
- Reinforcement Learning
- Multiagent Systems
- Robotics
- Multiagent Learning
- AI Planning
Current Research:
View complete list of current research topics.
Research Labs & Affiliations:
Select Publications
Stefano Albrecht and Peter Stone. 2018. Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems. Artificial Intelligence Journal. 258:66–95.
Patrick MacAlpine and Peter Stone. 2018. Overlapping Layered Learning. Artificial Intelligence Journal. 254:21–43.
Piyush Khandelwal, Shiqi Zhang, Jivko Sinapov, Matteo Leonetti, Jesse Thomason, Fangkai Yang, Ilaria Gori, Maxwell Svetlik, Priyanka Khante, Vladimir Lifschitz, J. K. Aggarwal, Raymond Mooney, and Peter Stone. 2017. BWIBots: A platform for bridging the gap between AI and human--robot interaction research. International Journal of Robotics Research. 36: 635-659 .
Guni Sharon, Michael W. Levin, Josiah P. Hanna, Tarun Rambha, Stephen D. Boyles, and Peter Stone. 2017. Network-wide Adaptive Tolling for Connected and Automated vehicles. ransportation Research Part C. 84:142–157.
Todd Hester and Peter Stone. 2013. TEXPLORE: Real-Time Sample-Efficient Reinforcement Learning for Robots. Machine Learning Journal. 90(3):385–429.
Awards & Honors
2019 -
AAAS Fellow
2019 -
Minnie Stevens Piper Professorship
2018 -
IEEE Fellow
2016 -
ACM/SIGAI Autonomous Agents Research Award
2012 -
AAAI Fellow
2008 -
Guggenheim Fellow
2008 -
Fulbright Award
2008 -
William David Blunk Memorial Professorship
2007 -
IJCAI Computers and Thought Award
2004 -
Alfred P. Sloan Research Fellow