Anoopkumar Sonar

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 3

Top Topics

Reinforcement Learning

Policy Evaluation

Markov Decision Problems

Top Venues

Int. J. Robotics Res.

Publications

Anoopkumar Sonar, Vincent Pacelli, Anirudha Majumdar
Invariant Policy Optimization: Towards Stronger Generalization in Reinforcement Learning. L4DC (2021)
Anirudha Majumdar, Alec Farid, Anoopkumar Sonar
PAC-Bayes control: learning policies that provably generalize to novel environments. Int. J. Robotics Res. 40 (2-3) (2021)
Anoopkumar Sonar, Vincent Pacelli, Anirudha Majumdar
Invariant Policy Optimization: Towards Stronger Generalization in Reinforcement Learning. CoRR (2020)