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• Policy Gradient Method For Robust Reinforcement Learning
  2022 · 10 citations
• Competitive Multi-Agent Deep Reinforcement Learning with Counterfactual Thinking
  2019 · 9 citations
• Online Robust Reinforcement Learning with Model Uncertainty
  2021 · 6 citations
• Autonomous Driving using Safe Reinforcement Learning by Incorporating a Regret-based Human Lane-Changing Decision Model
  2019 · 5 citations
• Provably Efficient Offline Reinforcement Learning with Trajectory-Wise Reward
  2022 · 1 citations
• How to Control Hydrodynamic Force on Fluidic Pinball via Deep Reinforcement Learning
  2023 · 1 citations
• RLAF: Reinforcement Learning from Automaton Feedback
  2025
• ORVIT: Near-Optimal Online Distributionally Robust Reinforcement Learning
  2025
• EFRame: Deeper Reasoning via Exploration-Filter-Replay Reinforcement Learning Framework
  2025
• Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning