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• Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning
  2020 · 37 citations
• Reinforcement Learning for Education: Opportunities and Challenges
  2021 · 17 citations
• Learning to Collaborate in Markov Decision Processes
  2019 · 14 citations
• Defense Against Reward Poisoning Attacks in Reinforcement Learning
  2021 · 9 citations
• Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks
  2020 · 8 citations
• Admissible Policy Teaching through Reward Design
  2022 · 6 citations
• Online Reinforcement Learning with Uncertain Episode Lengths
  2023 · 1 citations
• Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
  2024 · 1 citations
• Sparse Offline Reinforcement Learning with Corruption Robustness
  2025
• On Corruption-Robustness in Performative Reinforcement Learning