Some challenges of calibrating differentiable agent-based models

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 performing parameter inference and optimisation tasks. This in turn has sparked interest in th...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Quera-Bofarull, Arnau, Dyer, Joel, Calinescu, Anisoara, Wooldridge, Michael
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Multiagent Systems Quantitative Finance - Trading and Microstructure Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!