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Anran Hu

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Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods

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Sep 13, 2021
Xin Guo, Anran Hu, Junzi Zhang

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Reinforcement learning for linear-convex models with jumps via stability analysis of feedback controls

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Apr 19, 2021
Xin Guo, Anran Hu, Yufei Zhang

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A General Framework for Learning Mean-Field Games

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Mar 13, 2020
Xin Guo, Anran Hu, Renyuan Xu, Junzi Zhang

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