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• Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning
  2017 · 103 citations
• Behaviour Suite for Reinforcement Learning
  2019 · 36 citations
• A Geometric Perspective on Optimal Representations for Reinforcement Learning
  2019 · 34 citations
• Thompson Sampling is Asymptotically Optimal in General Environments
  2016 · 18 citations
• Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient
  2020 · 10 citations
• Geometric Entropic Exploration
  2021 · 8 citations
• Online Sparse Reinforcement Learning
  2020 · 3 citations
• On the Optimality of Batch Policy Optimization Algorithms
  2021 · 2 citations
• Regret Bounds for Information-Directed Reinforcement Learning
  2022 · 2 citations
• Contextual Information-Directed Sampling
  2022 · 1 citations
• Probabilistic Inference in Reinforcement Learning Done Right
  2023