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• Q-learning with Nearest Neighbors
  2018 · 18 citations
• Dynamic Regret of Policy Optimization in Non-stationary Environments
  2020 · 11 citations
• Risk-Sensitive Reinforcement Learning: Near-Optimal Risk-Sample Tradeoff in Regret
  2020 · 9 citations
• Provable Fictitious Play for General Mean-Field Games
  2020 · 8 citations
• Learning Zero-Sum Simultaneous-Move Markov Games Using Function Approximation and Correlated Equilibrium
  2020 · 5 citations
• On Reinforcement Learning for Turn-based Zero-sum Markov Games
  2020 · 5 citations
• Stable Reinforcement Learning with Unbounded State Space
  2020 · 3 citations
• Sharper Model-free Reinforcement Learning for Average-reward Markov Decision Processes
  2023 · 2 citations
• Reward Poisoning Attacks on Offline Multi-Agent Reinforcement Learning
  2022 · 1 citations
• Constant Stepsize Q-learning: Distributional Convergence, Bias and Extrapolation