Deep Reinforcement Learning for Infinite Horizon Mean Field Problems in Continuous Spaces

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Deep Reinforcement Learning for Infinite Horizon Mean Field Problems in Continuous Spaces

Journal of Machine Learning (JML), 2023

19 September 2023

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Papers citing "Deep Reinforcement Learning for Infinite Horizon Mean Field Problems in Continuous Spaces"

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Title
Convergence of Actor-Critic Learning for Mean Field Games and Mean Field Control in Continuous Spaces J. Fouque Mathieu Laurière Mengrui Zhang 80 1 0 10 Nov 2025
Solving Continuous Mean Field Games: Deep Reinforcement Learning for Non-Stationary Dynamics Lorenzo Magnino Kai Shao Zida Wu Jiacheng Shen Mathieu Laurière AI4CE 100 1 0 25 Oct 2025
Reinforcement Learning for Finite Space Mean-Field Type Games Kai Shao Jiacheng Shen Chijie An AI4CE 362 4 0 25 Sep 2024
Continuous-time q-learning for mean-field control problems Xiaoli Wei Xian Yu 338 11 0 28 Jun 2023
q-Learning in Continuous TimeJournal of machine learning research (JMLR), 2022 Yanwei Jia X. Zhou OffRL 468 94 0 02 Jul 2022