← authors · overview

• Lyapunov-based Safe Policy Optimization for Continuous Control
  2019 · 154 citations
• DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections
  2019 · 90 citations
• AlgaeDICE: Policy Gradient from Arbitrary Experience
  2019 · 82 citations
• A Lyapunov-based Approach to Safe Reinforcement Learning
  2018 · 78 citations
• Safe Policy Improvement by Minimizing Robust Baseline Regret
  2016 · 68 citations
• CAQL: Continuous Action Q-Learning
  2019 · 14 citations
• CoinDICE: Off-Policy Confidence Interval Estimation
  2020 · 12 citations
• More Robust Doubly Robust Off-policy Evaluation
  2018 · 10 citations
• Path Consistency Learning in Tsallis Entropy Regularized MDPs
  2018 · 10 citations
• Control-Aware Representations for Model-based Reinforcement Learning
  2020 · 8 citations
• Safe Reinforcement Learning with Natural Language Constraints
  2020 · 7 citations
• Efficient Risk-Averse Reinforcement Learning
  2022 · 5 citations
• SAFER: Data-Efficient and Safe Reinforcement Learning via Skill Acquisition
  2022 · 2 citations
• Non-Stationary Off-Policy Optimization
  2020 · 1 citations
• Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management
  2023 · 1 citations