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• Robust Reinforcement Learning as a Stackelberg Game via Adaptively-Regularized Adversarial Training
  2022 · 22 citations
• Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities: Robustness, Safety, and Generalizability
  2022 · 19 citations
• Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation
  2022 · 4 citations
• Scalable Safety-Critical Policy Evaluation with Accelerated Rare Event Sampling
  2021 · 1 citations
• Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables
  2022 · 1 citations
• Gradient Shaping for Multi-Constraint Safe Reinforcement Learning
  2023