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mean-field control

10 papers

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Also known as

MFC

Co-occurring keywords · papers mentioning both

multi-agent reinforcement learning (5) policy gradient (4) multi-agent system (3) natural policy gradient (3) mean field game (2) population distribution (2) cooperative multi-agent (2) reinforcement learning (2) symmetric solution (1) actor-critic learning (1)

Papers

Actor-Critic learning for mean-field control in continuous time JMLR 2025 Learning Mean Field Control on Sparse Graphs ICML 2025 Learning with Linear Function Approximations in Mean-Field Control JMLR 2025 Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior ICLR 2024 Major-Minor Mean Field Multi-Agent Reinforcement Learning ICML 2024 Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL) JMLR 2024 On Imitation in Mean-field Games NeurIPS 2023 Can mean field control (mfc) approximate cooperative multi agent reinforcement learning (marl) with non-uniform interaction? UAI 2022 On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC) JMLR 2022 Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time ICML 2021