
Policy Optimization for LinearQuadratic ZeroSum MeanField Type Games
In this paper, zerosum meanfield type games (ZSMFTG) with linear dynam...
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LinearQuadratic ZeroSum MeanField Type Games: Optimality Conditions and Policy Optimization
In this paper, zerosum meanfield type games (ZSMFTG) with linear dynam...
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ModelFree MeanField Reinforcement Learning: MeanField MDP and MeanField QLearning
We develop a general reinforcement learning framework for mean field con...
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LinearQuadratic MeanField Reinforcement Learning: Convergence of Policy Gradient Methods
We investigate reinforcement learning for mean field control problems in...
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Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: II  The Finite Horizon Case
We propose two numerical methods for the optimal control of McKeanVlaso...
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Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: I  The Ergodic Case
We propose two algorithms for the solution of the optimal control of erg...
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René Carmona
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