Publications

Filtered Results: 6 found

Jan 2024
Working Paper 		Interventionally consistent surrogates for agent-based simulators
Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael Wooldridge
Jan 2024
Paper 		Population synthesis as scenario generation for simulation-based planning under uncertainty
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
Paper 		Bayesian calibration of differentiable agent-based models
Arnau Quera-Bofarull, Ayush Chopra, Anisoara Calinescu, Michael Wooldridge, Joel Dyer
Jun 2021
Journal 		How market ecology explains market malfunction
in Proceedings of the National Academy of Sciences
Maarten Scholl, Anisoara Calinescu, J. Doyne Farmer