← authors · overview

• Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation
  2017 · 472 citations
• Benchmarking Model-Based Reinforcement Learning
  2019 · 242 citations
• Mastering Diverse Domains through World Models
  2023 · 92 citations
• Exploring Model-based Planning with Policy Networks
  2019 · 76 citations
• Maximum Entropy Gain Exploration for Long Horizon Multi-goal Reinforcement Learning
  2020 · 38 citations
• Action and Perception as Divergence Minimization
  2020 · 23 citations
• ACTRCE: Augmenting Experience via Teacher's Advice For Multi-Goal Reinforcement Learning
  2019 · 21 citations
• Evaluating Agents without Rewards
  2020 · 10 citations
• You Can't Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments
  2022 · 8 citations
• Planning from Pixels using Inverse Dynamics Models
  2020 · 3 citations
• EMA Policy Gradient: Taming Reinforcement Learning for LLMs with EMA Anchor and Top-k KL
  2026
• Learning Domain Invariant Representations in Goal-conditioned Block MDPs
  2021