← authors · overview

• Teaching Inverse Reinforcement Learners via Features and Demonstrations
  2018 · 40 citations
• Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning
  2020 · 37 citations
• Adaptive Reward-Poisoning Attacks against Reinforcement Learning
  2020 · 34 citations
• Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints
  2019 · 24 citations
• Reinforcement Learning for Education: Opportunities and Challenges
  2021 · 17 citations
• Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments
  2021 · 16 citations
• Learning to Collaborate in Markov Decision Processes
  2019 · 14 citations
• Task-agnostic Exploration in Reinforcement Learning
  2020 · 13 citations
• Defense Against Reward Poisoning Attacks in Reinforcement Learning