Genetic programming for developing simple cognitive models
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 …
cognition are used without considering the other mechanisms that might be at play. For …
Heuristic search of heuristics
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 …
possibility, which we present and discuss here, is to develop a large number of strategies …
[PDF][PDF] Synthesising Cognitive Models with Genetic Programming
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 …
task. A good cognitive model explains and predicts human behaviour in a particular …
[PDF][PDF] Evolving Time-Dependent Cognitive Models
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 …
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 …
program synthesis techniques such as genetic programming. However, these techniques …
[PDF][PDF] Trust in Cognitive Models: Understandability and Computational Reliabilism
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 …
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 …
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
This multidisciplinary project (experimental psychology, computer science, philosophy, and
cognitive neuroscience) aims to develop a novel methodology for generating and testing …
cognitive neuroscience) aims to develop a novel methodology for generating and testing …