Sept 2025
Paper

Sandbagging in a Simple Survival Bandit Problem
Joel Dyer , Daniel Jarne Ornia , Nicholas Bishop , Anisoara Calinescu , Michael Wooldridge

Sept 2025
Paper

Emergent Risk Awareness in Rational Agents under Resource Constraints
Daniel Jarne Ornia , Nicholas Bishop , Joel Dyer , Wei-Chen Lee , Anisoara Calinescu , J. Doyne Farmer , Michael Wooldridge

Sept 2025
Working Paper

Painting the market: generative diffusion models for financial limit order book simulation and forecasting
Alfred Backhouse , Kang Li , Jakob Foerster , Anisoara Calinescu , Stefan Zohren

Sept 2025
Paper

Using causal abstractions to accelerate decision-making in complex bandit problems
Joel Dyer , Nicholas Bishop , Anisoara Calinescu , Michael Wooldridge , Fabio Massimo Zennaro

Sept 2025
Paper

Automatic Differentiation of Agent-Based Models
Arnau Quera-Bofarull , Nicholas Bishop , Joel Dyer , Daniel Jarne Ornia , Anisoara Calinescu , J. Doyne Farmer , Michael Wooldridge

Jul 2025
Conference Paper

Ad-Hoc Human-AI Coordination Challenge
Tin Dizdarević , Ravi Hammond , Tobias Gessler , Anisoara Calinescu , Jonathan Cook , Matteo Gallici , Andrei Lupu , Jakob Nicolaus Foerster

Jul 2025
Conference Paper

LOB-Bench: Benchmarking Generative AI for Finance - an Application to Limit Order Book Data
Peer Nagy , Sascha Yves Frey , Kang Li , Bidipta Sarkar , Svitlana Vyetrenko , Stefan Zohren , Anisoara Calinescu , Jakob Nicolaus Foerster

Jun 2025
Conference Paper

In Which Areas of Technical AI Safety Could Geopolitical Rivals Cooperate?
Benjamin S Bucknall , Saad Siddiqui , Lara Thurnherr , Conor McGurk , Ben Harack , Anka Reuel , Patricia Paskov , Casey Mahoney , Sören Mindermann , Scott Singer , Vinay Hiremath , Charbel Raphaël Segerie , Oscar Delaney , Alessandro Abate , Fazl Barez , Michael K Cohen , Philip H S Torr , Ferenc Huszár , Anisoara Calinescu , Gabriel Davis Jones , Robert Trager

May 2025
Paper

Learning Likelihood-Free Reference Priors
Nicholas Bishop , Daniel Jarne Ornia , Joel Dyer , Anisoara Calinescu , Michael Wooldridge

Mar 2025
Conference Paper

OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination
Tobias Gessler , Tin Dizdarević , Anisoara Calinescu , Benjamin Ellis , Andrei Lupu , Jakob Nicolaus Foerster

Sept 2024
INET Working Paper

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

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

Jun 2021
Journal

How market ecology explains market malfunction
in Proceedings of the National Academy of Sciences
Maarten Scholl , Anisoara Calinescu , J. Doyne Farmer

Publications