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• Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL
  2021 · 15 citations
• Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
  2022 · 8 citations
• Parallel Knowledge Transfer in Multi-Agent Reinforcement Learning
  2020 · 7 citations
• DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
  2023 · 3 citations
• Anticipatory Planning for Multimodal AI Agents
  2026
• Failure-Aware RL: Reliable Offline-to-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation
  2026
• ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
  2025
• Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations
  2023
• Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies
  2024