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• A Finite Time Analysis of Two Time-Scale Actor Critic Methods
  2020 · 37 citations
• Sample Efficient Policy Gradient Methods with Recursive Variance Reduction
  2019 · 34 citations
• An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient
  2019 · 33 citations
• 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
• A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation
  2019 · 18 citations
• Nearly Minimax Optimal Reinforcement Learning for Discounted MDPs
  2020 · 9 citations
• Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation