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• Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies
  2023 · 2 citations
• Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation
  2021 · 1 citations
• Reinforcement Learning with General Utilities: Simpler Variance Reduction and Large State-Action Space
  2023
• Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last-Iterate Convergence
  2023
• Policy Gradients for Cumulative Prospect Theory in Reinforcement Learning
  2024
• On the Global Optimality of Policy Gradient Methods in General Utility Reinforcement Learning
  2024