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Browsing by Author "Pirrone, Angelo"
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Evolving Understandable Cognitive Models
Lane, Peter; Bartlett, Laura; Javed, Noman; Pirrone, Angelo; Gobet, Fernand (Applied Cognitive Science Lab, 2022-07-27)Cognitive models for explaining and predicting human performance in experimental settings are often challenging to develop and verify. We describe a process to automatically generate the programs for cognitive models from ... -
Genetic Programming for Developing Simple Cognitive Models
Bartlett, Laura; Pirrone, Angelo; Javed, Noman; Lane, Peter; Gobet, Fernand (Cognitive Science Society, 2023-07-29)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 example, the delayed-match-to-sample (DMTS) ... -
Heuristic Search of Heuristics
Pirrone, Angelo; Lane, Peter; Bartlett, Laura; Javed, Noman; Gobet, Fernand (Springer Nature, 2023-11-08)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 that participants could have adopted, given ... -
Synthesising cognitive models with genetic programming
Lane, Peter; Gobet, F.; Pirrone, Angelo; Bartlett, Laura; Javed, Noman (2023-06-13)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 experimental setting. Cognitive models are often ... -
Trust in Cognitive Models: Understandability and Computational Reliabilism
Javed, Noman; Pirrone, Angelo; Bartlett, Laura; Lane, Peter; Gobet, Fernand (Swansea University, 2023-04-14)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 forms of knowledge but also plays a substantial ...