Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: AbstractMean-ﬁeld games have been studied under the assumption of verylarge number of players. For such large systems, the basic idea consiststo approximate large games by a stylized game model with a contin-uum of players. The approach has been shown to be useful in someapplications. Hover, the stylized game model with continuum ofdecision-makers is rarely observed in practice and the approximationproposed in the asymptotic regime is meaningless for networks withfew entities.   propose a mean-ﬁeld framework that issuitable not only for large systems but also for a small world with fewnumber of entities. The applicability of the proposed framework isillustrated through various examples including dynamic auction withasymmetric valuation distributions, and spiteful bidders. Keywords: Nonasymptotic, approximation, games with few decision-makers. 1 Introduction Recently there have been rened interests in large-scale interaction in sev-eral research disciplines, with its uses in wireless networks, big data, cyber-
['Hamidou Tembine']
I am writing a research paper on a idea Non-Asymptotic Mean-Field Games
[{"from": "human", "value": "I am writing a research paper on a idea Non-Asymptotic Mean-Field Games"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: AbstractMean-\ufb01eld games have been studied under the assumption of verylarge number of players. For such large systems, the basic idea consiststo approximate large games by a stylized game model with a contin-uum of players. The approach has been shown to be useful in someapplications. Hover, the stylized game model with continuum ofdecision-makers is rarely observed in practice and the approximationproposed in the asymptotic regime is meaningless for networks withfew entities.   propose a mean-\ufb01eld framework that issuitable not only for large systems but also for a small world with fewnumber of entities. The applicability of the proposed framework isillustrated through various examples including dynamic auction withasymmetric valuation distributions, and spiteful bidders. Keywords: Nonasymptotic, approximation, games with few decision-makers. 1 Introduction Recently there have been rened interests in large-scale interaction in sev-eral research disciplines, with its uses in wireless networks, big data, cyber-"}]