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• A Theoretical Analysis of Deep Q-Learning
  2019 · 132 citations
• Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model
  2021 · 6 citations
• Deep Transfer $Q$-Learning for Offline Non-Stationary Reinforcement Learning
  2025 · 2 citations
• Minimax-Optimal Reward-Agnostic Exploration in Reinforcement Learning
  2023 · 2 citations
• Model-Based Reinforcement Learning for Offline Zero-Sum Markov Games
  2022 · 1 citations
• Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments
  2022 · 1 citations
• Policy Optimization Using Semi-parametric Models for Dynamic Pricing
  2021