(Selected) publications
2026

Safe AI Should be Bounded and Multi-Agent

Pre-print

David Hyland & Daniel Jarne Ornia & Nicholas Bishop & Joel Dyer & Olivia Macmillan-Scott & Tomáš Gavenciak & Anisoara Calinescu & Michael J. Wooldridge & Fernando E. Rosas & Pedro A. Ortega

2025

(Ir)rationality and Cognitive Biases in Large Language Models

Royal Society Open Science

Olivia Macmillan-Scott & Mirco Musolesi

2025

Maynard Smith Revisited: A Multi-Agent Reinforcement Learning Approach to the Coevolution of Signalling Behaviour

PLOS Computational Biology

Olivia Macmillan-Scott & Mirco Musolesi

2024

Game-theoretic agent-based modelling of micro-level conflict: Evidence from the ISIS-Kurdish War

PLOS ONE

Olivia Macmillan-Scott, Akin Ünver & Mirco Musolesi

2025

Generative Query Expansion with Multilingual LLMs for Cross-Lingual Information Retrieval

arXiv preprint

Olivia Macmillan-Scott, Roksana Goworek & Eda B. Özyiğit

2025

Bridging Language Gaps: Advances in Cross-Lingual Information Retrieval with Multilingual LLMs

arXiv preprint

Roksana Goworek*, Olivia Macmillan-Scott* & Eda B. Özyiğit (*equal contribution)

2024

Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia

NeurIPS 2024 Concordia Contest

Chandler Smith, Marwa Abdulhai, Manfred Diaz et al.

2023

(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions

arXiv preprint

Olivia Macmillan-Scott & Mirco Musolesi