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• Robust Reinforcement Learning Under Minimax Regret for Green Security
  2021 · 8 citations
• Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning
  2021 · 1 citations
• Optimizing Resource-Constrained Non-Pharmaceutical Interventions for Multi-Cluster Outbreak Control Using Hierarchical Reinforcement Learning
  2026
• The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards
  2024
• Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning
  2019
• Training Transition Policies via Distribution Matching for Complex Tasks
  2021
• Normality-Guided Distributional Reinforcement Learning for Continuous Control
  2022
• DLPO: Diffusion Model Loss-Guided Reinforcement Learning for Fine-Tuning Text-to-Speech Diffusion Models
  2024
• Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales
  2024
• ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback
  2024