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• Provably Efficient Reinforcement Learning for Discounted MDPs with Feature Mapping
  2020 · 30 citations
• Logarithmic Regret for Reinforcement Learning with Linear Function Approximation
  2020 · 21 citations
• Nearly Minimax Optimal Reinforcement Learning for Discounted MDPs
  2020 · 9 citations
• Provably Efficient Representation Selection in Low-rank Markov Decision Processes: From Online to Offline RL
  2021 · 4 citations
• Locally Differentially Private Reinforcement Learning for Linear Mixture Markov Decision Processes
  2021 · 2 citations
• Learning Stochastic Shortest Path with Linear Function Approximation
  2021 · 2 citations
• Uniform-PAC Bounds for Reinforcement Learning with Linear Function Approximation
  2021 · 1 citations