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• Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective
  2019 · 16 citations
• Hybrid RL: Using Both Offline and Online Data Can Make RL Efficient
  2022 · 7 citations
• Learning to Generate Better Than Your LLM
  2023 · 4 citations
• Provably Efficient Reinforcement Learning in Partially Observable Dynamical Systems
  2022 · 3 citations
• Provable Benefits of Representational Transfer in Reinforcement Learning
  2022 · 2 citations
• PAC Reinforcement Learning for Predictive State Representations
  2022 · 1 citations
• Learning Bellman Complete Representations for Offline Policy Evaluation
  2022 · 1 citations
• Near-Minimax-Optimal Risk-Sensitive Reinforcement Learning with CVaR
  2023 · 1 citations
• JoinGym: An Efficient Query Optimization Environment for Reinforcement Learning
  2023 · 1 citations
• The Central Role of the Loss Function in Reinforcement Learning