Vitchyr H. Pong

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 8

Top Topics

Semi Markov Decision Process

Variational Inference

Top Venues

Publications

Vitchyr H. Pong, Ashvin V. Nair, Laura M. Smith, Catherine Huang, Sergey Levine
Offline Meta-Reinforcement Learning with Online Self-Supervision. ICML (2022)
Kevin Li, Abhishek Gupta, Ashwin Reddy, Vitchyr H. Pong, Aurick Zhou, Justin Yu, Sergey Levine
MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning. ICML (2021)
Soroush Nasiriany, Vitchyr H. Pong, Ashvin Nair, Alexander Khazatsky, Glen Berseth, Sergey Levine
DisCo RL: Distribution-Conditioned Reinforcement Learning for General-Purpose Policies. CoRR (2021)
Vitchyr H. Pong, Ashvin Nair, Laura Smith, Catherine Huang, Sergey Levine
Offline Meta-Reinforcement Learning with Online Self-Supervision. CoRR (2021)
Tim G. J. Rudner, Vitchyr H. Pong, Rowan McAllister, Yarin Gal, Sergey Levine
Outcome-Driven Reinforcement Learning via Variational Inference. CoRR (2021)
Soroush Nasiriany, Vitchyr H. Pong, Ashvin Nair, Alexander Khazatsky, Glen Berseth, Sergey Levine
DisCo RL: Distribution-Conditioned Reinforcement Learning for General-Purpose Policies. ICRA (2021)
Vitchyr H. Pong, Murtaza Dalal, Steven Lin, Ashvin Nair, Shikhar Bahl, Sergey Levine
Skew-Fit: State-Covering Self-Supervised Reinforcement Learning. CoRR (2019)
Soroush Nasiriany, Vitchyr H. Pong, Steven Lin, Sergey Levine
Planning with Goal-Conditioned Policies. CoRR (2019)