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Game theory 1 Graph theory 1 Graphentheorie 1 Learning process 1 Lernprozess 1 Neural networks 1 Neuronale Netze 1 Spieltheorie 1 mean-field game 1 physics-informed neural operator 1 scalable learning 1
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Chen, Xu 1 Di, Xuan 1 Liu, Shuo 1
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Physics-informed graph neural operator for mean field games on graph : a scalable learning approach
Chen, Xu; Liu, Shuo; Di, Xuan - In: Games 15 (2024) 2, pp. 1-12
Mean-field games (MFGs) are developed to model the decision-making processes of a large number of interacting agents in multi-agent systems. This paper studies mean-field games on graphs (𝒢-MFGs). The equilibria of 𝒢-MFGs, namely, mean-field equilibria (MFE), are challenging to solve for...
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