Genetic programming for developing simple cognitive models

L Bartlett, A Pirrone, N Javed, P Lane… - Proceedings of the …, 2023 - escholarship.org
Frequently in psychology, simple tasks that are designed to tap a particular feature of
cognition are used without considering the other mechanisms that might be at play. For …

Heuristic search of heuristics

A Pirrone, PCR Lane, L Bartlett, N Javed… - … Conference on Innovative …, 2023 - Springer
How can we infer the strategies that human participants adopt to carry out a task? One
possibility, which we present and discuss here, is to develop a large number of strategies …

[PDF][PDF] Synthesising Cognitive Models with Genetic Programming

P Lane, F Gobet, A Pirrone, L Bartlett… - … of Abstracts, School of …, 2023 - gems.codeberg.page
Developing, understanding and verifying the behaviour of cognitive models is a non-trivial
task. A good cognitive model explains and predicts human behaviour in a particular …

[PDF][PDF] Evolving Time-Dependent Cognitive Models

P Lane, N Javed, A Pirrone… - … University 13/14 …, 2023 - researchprofiles.herts.ac.uk
Developing, understanding and verifying the behaviour of cognitive models is a non-trivial
task. A good cognitive model will provide some explanation of how a human performs in a …

[PDF][PDF] Investigating the Diversity of Evolved Cognitive Models in Delayed Match to Sample Experiments

P Lane, L Bartlett, F Gobet - 2024 - uhra.herts.ac.uk
The construction of programs to model cognitive behaviour can be semi-automated, using
program synthesis techniques such as genetic programming. However, these techniques …

[PDF][PDF] Trust in Cognitive Models: Understandability and Computational Reliabilism

A Pirrone, L Bartlett, P Lane, F Gobet - AISB Convention 2023 Swansea … - uhra.herts.ac.uk
The realm of knowledge production, once considered a solely human endeavour, has
transformed with the rising prominence of artificial intelligence. AI not only generates new …

[PDF][PDF] Heuristic search of heuristics

F Gobet - researchgate.net
How can we infer the strategies that human participants adopt to carry out a task? One
possibility, which we present and discuss here, is to develop a large number of strategies …

[PDF][PDF] Discovering Models in Cognitive Psychology Using Experimental Data

F Gobet, LK Bartlett, N Javed, PC Lane, A Pirrone - cogsys.org
This multidisciplinary project (experimental psychology, computer science, philosophy, and
cognitive neuroscience) aims to develop a novel methodology for generating and testing …