conftrace_

mean-field game

16 papers

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Also known as

MFG

Co-occurring keywords

multi-agent system (1819) nash equilibrium (398) reinforcement learning (4352) multi-agent reinforcement learning (538) mean-field control (4) entropy regularization (132) policy learning (702) sample complexity (1169) function approximation (319) policy optimization (657)

Papers

Maximum Causal Entropy IRL in Mean-Field Games and GNEP Framework for Forward RL JMLR 2025
Zero-Sum Games between Mean-Field Teams: Reachability-Based Analysis under Mean-Field Sharing AAAI 2024
Mean-Field Games With Finitely Many Players: Independent Learning and Subjectivity JMLR 2024
On the Statistical Efficiency of Mean-Field Reinforcement Learning with General Function Approximation AISTATS 2024
Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games AAAI 2024
Robust cooperative multi-agent reinforcement learning: A mean-field type game perspective L4DC 2024
Learning Regularized Monotone Graphon Mean-Field Games NIPS 2023
Learning Mean-Field Games with Discounted and Average Costs JMLR 2023
Two-Scale Gradient Descent Ascent Dynamics Finds Mixed Nash Equilibria of Continuous Games: A Mean-Field Perspective ICML 2023
On Imitation in Mean-field Games NIPS 2023
Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path AISTATS 2023
Deep Generalized Schrödinger Bridge NIPS 2022
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation NIPS 2022
Learning While Playing in Mean-Field Games: Convergence and Optimality ICML 2021
Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time ICML 2021
Learning Mean-Field Games NIPS 2019