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• Is Q-learning Provably Efficient?
  2018 · 337 citations
• Provably Efficient Reinforcement Learning with Linear Function Approximation
  2019 · 219 citations
• Game-Theoretic Multiagent Reinforcement Learning
  2020 · 146 citations
• What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?
  2019 · 74 citations
• Understanding Domain Randomization for Sim-to-real Transfer
  2021 · 33 citations
• Provable Self-Play Algorithms for Competitive Reinforcement Learning
  2020 · 30 citations
• Reward-Free Exploration for Reinforcement Learning
  2020 · 26 citations
• Provably Efficient Exploration in Policy Optimization
  2019 · 17 citations
• On Function Approximation in Reinforcement Learning: Optimism in the Face of Large State Spaces
  2020 · 15 citations