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• Policy Poisoning in Batch Reinforcement Learning and Control
  2019 · 43 citations
• Adaptive Reward-Poisoning Attacks against Reinforcement Learning
  2020 · 34 citations
• Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments
  2021 · 16 citations
• Task-agnostic Exploration in Reinforcement Learning
  2020 · 13 citations
• Robust Policy Gradient against Strong Data Corruption
  2021 · 10 citations
• Corruption-Robust Offline Reinforcement Learning
  2021 · 7 citations
• Provable Defense against Backdoor Policies in Reinforcement Learning
  2022 · 7 citations
• Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners
  2020 · 6 citations
• Representation Learning for Online and Offline RL in Low-rank MDPs
  2021 · 5 citations