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• Q-learning with UCB Exploration is Sample Efficient for Infinite-Horizon MDP
  2019 · 38 citations
• Understanding Domain Randomization for Sim-to-real Transfer
  2021 · 33 citations
• Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL
  2020 · 6 citations
• Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver
  2021 · 2 citations
• Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation
  2022 · 2 citations
• Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game
  2022 · 2 citations
• GEC: A Unified Framework for Interactive Decision Making in MDP, POMDP, and Beyond
  2022 · 2 citations
• Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
  2023 · 1 citations
• The Power of Active Multi-Task Learning in Reinforcement Learning from Human Feedback
  2024
• DPO Meets PPO: Reinforced Token Optimization for RLHF
  2024
• Offline Meta Reinforcement Learning with In-Distribution Online Adaptation
  2023