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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
• Constrained Variational Policy Optimization for Safe Reinforcement Learning
  2022 · 16 citations
• Constrained Model-based Reinforcement Learning with Robust Cross-Entropy Method
  2020 · 14 citations
• MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments