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• Robust Reinforcement Learning via Adversarial training with Langevin Dynamics
  2020 · 12 citations
• Interaction-limited Inverse Reinforcement Learning
  2020 · 3 citations
• Understanding Deep Neural Function Approximation in Reinforcement Learning via $ε$-Greedy Exploration
  2022 · 1 citations
• Identifiability and generalizability from multiple experts in Inverse Reinforcement Learning
  2022 · 1 citations
• Environment Shaping in Reinforcement Learning using State Abstraction
  2020
• What can online reinforcement learning with function approximation benefit from general coverage conditions?
  2023
• Exponential Lower Bounds for Fictitious Play in Potential Games
  2023
• Truly No-Regret Learning in Constrained MDPs
  2024
• Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces
  2024