7 results: page 1 of 1
Sept 2024
No. 2024-06 - Forecasting Macroeconomic Dynamics using a Calibrated Data-Driven Agent-based Model
Samuel Wiese , Jagoda Kaszowska-Mojsa , Joel Dyer , Jose Moran , Marco Pangallo , François Lafond , John Muellbauer , Anisoara Calinescu , J. Doyne Farmer
Samuel Wiese , Jagoda Kaszowska-Mojsa , Joel Dyer , Jose Moran , Marco Pangallo , François Lafond , John Muellbauer , Anisoara Calinescu , J. Doyne Farmer
Jan 2024
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
in NeurIPS 2024
Joel Dyer , Nicholas Bishop , Yorgos Felekis , Fabio Massimo Zennaro , Anisoara Calinescu , Theodoros Damoulas , Michael Wooldridge
Jan 2024
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
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
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
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
Black-box inference for differentiable simulators
in Journal of Open Source Software
Arnau Quera-Bofarull , Joel Dyer , Anisoara Calinescu , J. Doyne Farmer , Michael Wooldridge
in Journal of Open Source Software
Arnau Quera-Bofarull , Joel Dyer , Anisoara Calinescu , J. Doyne Farmer , Michael Wooldridge
May 2023
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
in ICLR 2023 Workshop on AI for Agent-Based Modelling
Arnau Quera-Bofarull , Ayush Chopra , Anisoara Calinescu , Michael Wooldridge , Joel Dyer
Jun 2021
How market ecology explains market malfunction
in Proceedings of the National Academy of Sciences
Maarten Scholl , Anisoara Calinescu , J. Doyne Farmer
in Proceedings of the National Academy of Sciences
Maarten Scholl , Anisoara Calinescu , J. Doyne Farmer