How Do Evolved Digital Logic Circuits Generalise Successfully? - Simon McGregor (ECAL, 2005)

Levels of Description: A Novel Approach to Dynamical Hierarchies. - Simon McGregor; Chrisantha Fernando (Artif. Life, 2005)

Embracing Plagiarism: Theoretical, Biological and Empirical Justification for Copy Operators in Genetic Optimisation. - Simon McGregor; Inman Harvey (Genet. Program. Evolvable Mach., 2005)

Neural Network Processing for Multiset Data. - Simon McGregor (ICANN (1), 2007)

A Critical Reappraisal of the Dynamical Approach to Cognition. - Simon McGregor; Nathaniel Virgo; James Dyke (ALIFE, 2007)

Further results in multiset processing with neural networks. - Simon McGregor (Neural Networks, 2008)

Life and Its Close Relatives. - Simon McGregor; Nathaniel Virgo (ECAL (2), 2009)

Artificial neural networks for novel data domains : principles and examples. - Simon McGregor (2009)

Evolution of Associative Learning in Chemical Networks. - Simon McGregor; Vera Vasas; Phil Husbands; Chrisantha Fernando (PLoS Comput. Biol., 2012)

Self-Organising Autocatalysis. - Nathaniel Virgo; Simon McGregor; Takashi Ikegami (ALIFE, 2014)

Natural Descriptions and Anthropic Bias: Extant Problems In Solomonoff Induction. - Simon McGregor (CiE, 2014)

A Minimal Active Inference Agent. - Simon McGregor; Manuel Baltieri; Christopher L. Buckley (CoRR, 2015)

A More Basic Version of Agency? As If! - Simon McGregor (SAB, 2016)

Open-Ended Evolution: Perspectives from the OEE Workshop in York. - Tim Taylor 001; Mark A. Bedau; Alastair Channon; David H. Ackley; Wolfgang Banzhaf; Guillaume Beslon; Emily L. Dolson; Tom Froese; Simon J. Hickinbotham; Takashi Ikegami; Barry McMullin; Norman H. Packard; et al. (Artif. Life, 2016)

Complex Autocatalysis in Simple Chemistries. - Nathaniel Virgo; Takashi Ikegami; Simon McGregor (Artif. Life, 2016)

Let the explanation fit the theorist - Enactive explanatory pluralism and the representation debate. - Simon McGregor (ECAL, 2017)

The Bayesian stance: Equations for 'as-if' sensorimotor agency. - Simon McGregor (Adapt. Behav., 2017)

Cognition is not exceptional. - Simon McGregor (Adapt. Behav., 2018)

Adaptation Is Not Just Improvement over Time. - Simon McGregor; Pedro A. M. Mediano (Artif. Life, 2018)

Measuring Fitness Effects of Agent-Environment Interactions. - Simon McGregor; Pedro A. M. Mediano (Artif. Life, 2018)

Agents and Devices: A Relative Definition of Agency. - Laurent Orseau; Simon McGregor McGill; Shane Legg (CoRR, 2018)

Why living bodies could be dead weight. - Simon McGregor (Adapt. Behav., 2020)

The Physical Mandate for Belief-Goal Psychology. - Simon McGregor; Ron Chrisley (Minds Mach., 2020)

Interpreting Dynamical Systems as Bayesian Reasoners. - Nathaniel Virgo; Martin Biehl 001; Simon McGregor (PKDD/ECML Workshops (1), 2021)

Formalising the intentional stance: attributing goals and beliefs to stochastic processes. - Simon McGregor; timorl; Nathaniel Virgo (CoRR, 2024)

Formalising the intentional stance 2: a coinductive approach. - Simon McGregor; timorl; Nathaniel Virgo (CoRR, 2025)