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Differentiable Economics: Strategic Behavior, Mechanisms, and Machine Learning.

Differentiable economics applies neural networks and machine learning to reformulate economic models as differentiable structures, allowing the use of gradient-based optimization. This framework addresses the difficulty of finding Bayes–Nash equilibria in auctions and market games by combining reinf...

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Publicado en:Communications of the ACM Vol. 68; no. 9; pp. 80 - 89
Autores principales: Bichler, Martin, Parkes, David C.
Formato: Artículo
Publicado: Association for Computing Machinery Sep2025
Materias:
Differentiable functions
Economic models
Machine learning
Artificial neural networks
Optimization algorithms
Game theory
Acceso en línea:Ver este registro en EBSCOhost