← authors · overview

• RLlib: Abstractions for Distributed Reinforcement Learning
  2017 · 332 citations
• Multi-Level Discovery of Deep Options
  2017 · 70 citations
• DayDreamer: World Models for Physical Robot Learning
  2022 · 46 citations
• Recovery RL: Safe Reinforcement Learning with Learned Recovery Zones
  2020 · 20 citations
• Accelerating Quadratic Optimization with Reinforcement Learning
  2021 · 20 citations
• Composing Meta-Policies for Autonomous Driving Using Hierarchical Deep Reinforcement Learning
  2017 · 17 citations
• On-Policy Robot Imitation Learning from a Converging Supervisor
  2019 · 14 citations
• Video Prediction Models as Rewards for Reinforcement Learning
  2023 · 11 citations
• Safety Augmented Value Estimation from Demonstrations (SAVED): Safe Deep Model-Based RL for Sparse Cost Robotic Tasks
  2019 · 8 citations
• MESA: Offline Meta-RL for Safe Adaptation and Fault Tolerance