Varun Kompella

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Constrained Optimization

Reward Function

Reinforcement Learning

Top Venues

J. Artif. Intell. Res.

AI4SG@AAAI Fall Symposium

Publications

Varun Kompella, Thomas Walsh, Samuel Barrett, Peter R. Wurman, Peter Stone
Event Tables for Efficient Experience Replay. CoRR (2022)
Peter R. Wurman, Samuel Barrett, Kenta Kawamoto, James MacGlashan, Kaushik Subramanian, Thomas J. Walsh, Roberto Capobianco, Alisa Devlic, Franziska Eckert, Florian Fuchs, Leilani Gilpin, Piyush Khandelwal, Varun Kompella, HaoChih Lin, Patrick MacAlpine, Declan Oller, Takuma Seno, Craig Sherstan, Michael D. Thomure, Houmehr Aghabozorgi, Leon Barrett, Rory Douglas, Dion Whitehead, Peter Dürr, Peter Stone, Michael Spranger, Hiroaki Kitano
Outracing champion Gran Turismo drivers with deep reinforcement learning. Nat. 602 (7896) (2022)
Guni Sharon, James Ault, Peter Stone, Varun Kompella, Roberto Capobianco
Multiagent Epidemiologic Inference through Realtime Contact Tracing. AAMAS (2021)
Roberto Capobianco, Varun Kompella, James Ault, Guni Sharon, Stacy Jong, Spencer J. Fox, Lauren Ancel Meyers, Peter R. Wurman, Peter Stone
Agent-Based Markov Modeling for Improved COVID-19 Mitigation Policies. J. Artif. Intell. Res. 71 (2021)
Varun Kompella, Roberto Capobianco, Stacy Jong, Jonathan Browne, Spencer J. Fox, Lauren Ancel Meyers, Peter R. Wurman, Peter Stone
Reinforcement Learning for Optimization of COVID-19 Mitigation policies. CoRR (2020)
Varun Kompella, Roberto Capobianco, Stacy Jong, Jonathan Browne, Spencer J. Fox, Lauren Ancel Meyers, Peter R. Wurman, Peter Stone
Reinforcement Learning for Optimization of COVID-19 Mitigation Policies. AI4SG@AAAI Fall Symposium (2020)