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• Provably Efficient Reinforcement Learning for Discounted MDPs with Feature Mapping
  2020 · 30 citations
• Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov Decision Processes
  2020 · 23 citations
• Logarithmic Regret for Reinforcement Learning with Linear Function Approximation
  2020 · 21 citations
• Nearly Minimax Optimal Reinforcement Learning for Discounted MDPs
  2020 · 9 citations
• Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation
  2021 · 6 citations
• Nearly Minimax Optimal Regret for Learning Infinite-horizon Average-reward MDPs with Linear Function Approximation
  2021 · 4 citations
• Provably Efficient Representation Selection in Low-rank Markov Decision Processes: From Online to Offline RL
  2021 · 4 citations
• Nearly Minimax Optimal Reinforcement Learning for Linear Markov Decision Processes
  2022 · 4 citations
• A Frank-wolfe Framework For Efficient And Effective Adversarial Attacks