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• Mean-Field Controls with Q-learning for Cooperative MARL: Convergence and Complexity Analysis
  2020 · 14 citations
• Entropy Regularization for Mean Field Games with Learning
  2020 · 12 citations
• Policy Gradient Methods for the Noisy Linear Quadratic Regulator over a Finite Horizon
  2020 · 11 citations
• A General Framework for Learning Mean-Field Games
  2020 · 4 citations
• Risk-sensitive Markov Decision Process and Learning under General Utility Functions
  2023 · 4 citations
• Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach
  2021 · 3 citations
• Policy Gradient Converges to the Globally Optimal Policy for Nearly Linear-Quadratic Regulators
  2023 · 3 citations
• Fast Policy Learning for Linear Quadratic Control with Entropy Regularization
  2023 · 2 citations
• Recent Advances in Reinforcement Learning in Finance
  2021 · 1 citations
• Exploratory Optimal Stopping: A Singular Control Formulation
  2024