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• Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization
  2020 · 41 citations
• Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization
  2021 · 10 citations
• Policy Mirror Descent for Regularized Reinforcement Learning: A Generalized Framework with Linear Convergence
  2021 · 8 citations
• Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games
  2022 · 2 citations
• Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
  2023 · 1 citations
• Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF
  2024
• Global Convergence of Policy Gradient Methods in Reinforcement Learning, Games and Control
  2023
• Beyond Expectations: Learning with Stochastic Dominance Made Practical
  2024