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• SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation
  2017 · 120 citations
• Learning from Conditional Distributions via Dual Embeddings
  2016 · 20 citations
• Target-Based Temporal Difference Learning
  2019 · 3 citations
• Linear Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation
  2021 · 3 citations
• Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies
  2023 · 2 citations
• Provably Learning Nash Policies in Constrained Markov Potential Games
  2023 · 2 citations
• Provably Convergent Policy Optimization via Metric-aware Trust Region Methods
  2023 · 2 citations
• Periodic Q-Learning
  2020 · 1 citations
• Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function