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• Reinforcement Learning for Mean Field Game
  2019 · 11 citations
• Provably Efficient Model-Free Constrained RL with Linear Function Approximation
  2022 · 6 citations
• Provably Efficient Model-Free Algorithms for Non-stationary CMDPs
  2023 · 3 citations
• Model Free Reinforcement Learning Algorithm for Stationary Mean field Equilibrium for Multiple Types of Agents
  2020 · 2 citations
• Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
  2025
• Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces
  2025
• Provably Efficient Model-free RL in Leader-Follower MDP with Linear Function Approximation
  2022
• Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning
  2023
• Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
  2024