Interventionally Consistent Surrogates for Agent-based Simulators

Agent-based simulators provide granular representations of complex intelligent systems by directly modelling the interactions of the system's constituent agents. Their high-fidelity nature enables hyper-local policy evaluation and testing of what-if scenarios, but is associated with large compu...

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Veröffentlicht in:	arXiv.org 2023-12
Hauptverfasser:	Dyer, Joel, Bishop, Nicholas, Felekis, Yorgos, Zennaro, Fabio Massimo, Calinescu, Anisoara, Damoulas, Theodoros, Wooldridge, Michael
Format:	Artikel
Sprache:	eng
Schlagworte:	Agent-based models Complex systems Computing costs Simulation Simulators
Online-Zugang:	Volltext
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