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• Almost Optimal Model-Free Reinforcement Learning via Reference-Advantage Decomposition
  2020 · 45 citations
• Regret Minimization for Reinforcement Learning by Evaluating the Optimal Bias Function
  2019 · 23 citations
• Model-Free Reinforcement Learning: from Clipped Pseudo-Regret to Sample Complexity
  2020 · 13 citations
• Nearly Minimax Optimal Reward-free Reinforcement Learning
  2020 · 11 citations
• Is Reinforcement Learning More Difficult Than Bandits? A Near-optimal Algorithm Escaping the Curse of Horizon
  2020 · 4 citations
• Horizon-Free Reinforcement Learning in Polynomial Time: the Power of Stationary Policies
  2022 · 2 citations
• Sharper Model-free Reinforcement Learning for Average-reward Markov Decision Processes
  2023 · 2 citations
• Near-Optimal Regret Bounds for Multi-batch Reinforcement Learning
  2022 · 1 citations
• Achieving Tractable Minimax Optimal Regret in Average Reward MDPs