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math.OC2026
Extended Graphon Mean-Field Games in Discrete Time
Hamed Amini, Zhongyuan Cao, Gökçe Dayanıklı +3
In this paper, we study games involving a continuum of heterogeneous players in the discrete-time setting with finite state spaces and continuous action spaces. We introduce a new…
math.OC2026
Mean Field Reinforcement Learning
René Carmona, Mathieu Laurière
This monograph provides an introduction to mean field reinforcement learning through the lens of Markov decision processes arising from large-population stochastic control with mea…