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• Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
  2017 · 358 citations
• Contextual Decision Processes with Low Bellman Rank are PAC-Learnable
  2016 · 153 citations
• Optimism in Reinforcement Learning with Generalized Linear Function Approximation
  2019 · 54 citations
• FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs
  2020 · 36 citations
• Reward-Free Exploration for Reinforcement Learning
  2020 · 26 citations
• Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains
  2016 · 24 citations
• On Oracle-Efficient PAC RL with Rich Observations
  2018 · 20 citations
• Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches