Selective imitation on the basis of reward function similarity. - Max Taylor-Davies; Stephanie Droop; Chris Lucas 001 (CogSci, 2023)

Balancing utility and cognitive cost in social representation. - Max Taylor-Davies; Christopher G. Lucas (CoRR, 2023)

Is Feedback All You Need? Leveraging Natural Language Feedback in Goal-Conditioned Reinforcement Learning. - Sabrina McCallum; Max Taylor-Davies; Stefano V. Albrecht; Alessandro Suglia (CoRR, 2023)

Emergent Kin Selection of Altruistic Feeding via Non-episodic Neuroevolution. - Max Taylor-Davies; Gautier Hamon; Timothé Boulet; Clément Moulin-Frier (EvoApplications (2), 2025)

Partner Modelling Emerges in Recurrent Agents (But Only When It Matters). - Ruaridh Mon-Williams; Max Taylor-Davies; Elizabeth Mieczkowski; Natalia Vélez; Neil R. Bramley; Yanwei Wang; Thomas L. Griffiths 001; Christopher G. Lucas (CoRR, 2025)