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• Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning
  2017 · 103 citations
• Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy
  2019 · 87 citations
• Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation
  2022 · 26 citations
• On Oracle-Efficient PAC RL with Rich Observations
  2018 · 20 citations
• Policy Certificates: Towards Accountable Reinforcement Learning
  2018 · 19 citations
• Regret Bound Balancing and Elimination for Model Selection in Bandits and RL
  2020 · 12 citations
• Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning
  2021 · 5 citations
• A Model Selection Approach for Corruption Robust Reinforcement Learning
  2021 · 4 citations