Browsing by Author "Pirrone, Angelo"

Now showing items 1-4 of 4

    • 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 ...

    • 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 ...