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• Context-Aware Safe Reinforcement Learning for Non-Stationary Environments
  2021 · 23 citations
• 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
• Prompting Decision Transformer for Few-Shot Policy Generalization
  2022 · 18 citations
• Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments
  2020 · 17 citations
• Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes
  2020 · 17 citations
• Delay-Aware Model-Based Reinforcement Learning for Continuous Control
  2020 · 8 citations
• Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation
  2022 · 4 citations
• Hyper-Decision Transformer for Efficient Online Policy Adaptation
  2023 · 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
• MoDoMoDo: Multi-Domain Data Mixtures for Multimodal LLM Reinforcement Learning
  2025
• Continual Vision-based Reinforcement Learning with Group Symmetries
  2022