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• Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs
  2025 · 7 citations
• Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement Learning via Frank-Wolfe Policy Optimization
  2021 · 3 citations
• NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL
  2021 · 3 citations
• Developing Multi-Task Recommendations with Long-Term Rewards via Policy Distilled Reinforcement Learning
  2020 · 2 citations
• Neural PPO-Clip Attains Global Optimality: A Hinge Loss Perspective
  2021 · 2 citations
• From Reward-Free Representations to Preferences: Rethinking Offline Preference-Based Reinforcement Learning
  2026
• A Reward-Free Viewpoint on Multi-Objective Reinforcement Learning
  2026
• Cross-Domain Policy Optimization via Bellman Consistency and Hybrid Critics
  2026
• Learning Human-Like RL Agents Through Trajectory Optimization With Action Quantization