5 results: page 1 of 1
Jan 2024
Journal
Interventionally consistent surrogates for agent-based simulators
in NeurIPS 2024
Joel Dyer ,  Nicholas Bishop ,  Yorgos Felekis ,  Fabio Massimo Zennaro ,  Anisoara Calinescu ,  Theodoros Damoulas ,  Michael Wooldridge
Jan 2024
Journal
Population synthesis as scenario generation for simulation-based planning under uncertainty
in Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2024)
Joel Dyer ,  Arnau Quera-Bofarull ,  Nicholas Bishop ,  J. Doyne Farmer ,  Anisoara Calinescu ,  Michael Wooldridge
Nov 2023
Journal
Gradient-assisted calibration for financial agent-based models
in Proceedings of the Fourth ACM International Conference on AI in Finance (ICAIF '23)
Joel Dyer ,  Arnau Quera-Bofarull ,  Ayush Chopra ,  J. Doyne Farmer ,  Anisoara Calinescu ,  Michael Wooldridge
Oct 2023
Journal
Black-box inference for differentiable simulators
in Journal of Open Source Software
Arnau Quera-Bofarull ,  Joel Dyer ,  Anisoara Calinescu ,  J. Doyne Farmer ,  Michael Wooldridge
May 2023
Journal
Bayesian calibration of differentiable agent-based models
in ICLR 2023 Workshop on AI for Agent-Based Modelling
Arnau Quera-Bofarull ,  Ayush Chopra ,  Anisoara Calinescu ,  Michael Wooldridge ,  Joel Dyer