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Jul, 2023
可微分基于代理的模型校准面临的挑战
Some challenges of calibrating differentiable agent-based models
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Arnau Quera-Bofarull, Joel Dyer, Anisoara Calinescu, Michael Wooldridge
TL;DR
本文讨论了代理模型（ABMs）的不同陷阱以及对应的解决方案，旨在解决该方法在实践中的困难。
Abstract
agent-based models
(ABMs) are a promising approach to modelling and reasoning about
complex systems
, yet their application in practice is impeded by their complexity, discrete nature, and the difficulty of perfor
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