Genetically Evolving Models of Science

Project Information

GEMS

Grant agreement ID: 835002

DOI 10.3030/835002

EC signature date 10 October 2019

Start date 1 November 2019

End date 31 October 2024

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost € 2 182 339,00

EU contribution € 2 182 339,00

Coordinated by

LONDON SCHOOL OF ECONOMICS AND POLITICAL SCIENCE
United Kingdom

Publications

Peer reviewed articles (8)

GEMS: Genetically Evolving Models in Science

Author(s): Angelo Pirrone, Fernand Gobet
Published in: Sistemi Intelligenti, 2022, ISSN 1120-9550
Publisher: Il Mulino publishing house

Magnitude sensitivity: Rethinking decision-making

Author(s): Angelo Pirrone, A. Reina, T. Stafford, J. A. Marshall, Fernand Gobet
Published in: Trends in Cognitive Sciences, 2022, ISSN 1364-6613
Publisher: Elsevier BV

Simplification of genetic programs: a literature survey

Author(s): Noman Javed; Fernand Gobet; Peter Lane
Published in: Data Mining and Knowledge Discovery, Issue 1, 2022, ISSN 1573-756X
Publisher: Springer
DOI: 10.1007/s10618-022-00830-7

Computational Scientific Discovery in Psychology

Author(s): Laura Bartlett, Angelo Pirrone, Noman Javed, Fernand Gobet
Published in: Perspectives on Psychological Science, 2022, ISSN 1745-6916
Publisher: Blackwell Publishing Inc.
DOI: 10.1177/17456916221091833

Modeling Value-Based Decision-Making Policies Using Genetic Programming

Author(s): Angelo Pirrone, Fernand Gobet
Published in: Swiss Journal of Psychology, Issue 79/3-4, 2020, Page(s) 113-121, ISSN 1421-0185
Publisher: Hans Huber AG
DOI: 10.1024/1421-0185/a000241

Is attentional discounting in value-based decision making magnitude sensitive?

Author(s): Angelo Pirrone, Fernand Gobet
Published in: Journal of Cognitive Psychology, Issue 33/3, 2021, Page(s) 327-336, ISSN 2044-5911
Publisher: Psychology Press
DOI: 10.1080/20445911.2021.1890091

Modeling NFT investor behavior using belief dissensus

Author(s): Percy Venegas, Fernand Gobet
Published in: Journal on Policy & Complex Systems, 2022, ISSN 2372-8590
Publisher: Policy Studies Organization

Input-dependent noise can explain magnitude sensitivity in optimal value-based decision-making

Author(s): Angelo Pirrone, A. Reina, Fernand Gobet
Published in: Judgment and Decision Making, 2021, ISSN 1930-2975
Publisher: Society for Judgment and Decision Making

Conference proceedings (4)

Evolving Understandable Cognitive Models

Author(s): Peter C.R. Lane, Laura Bartlett, Noman Javed, Angelo Pirrone, Fernand Gobet
Published in: Proceedings of the 20th International Conference on Cognitive Modelling, 2022
Publisher: ICCM

Forming concepts of Mozart and Homer using short-term and long-term memory: A computational model based on chunking.

Author(s): D. Bennett, Peter C. R. Lane, Fernand Gobet
Published in: Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, 2020, ISBN 9781713818977
Publisher: Cognitive Science Society

On-the-fly simplification of genetic programming models

Author(s): Noman Javed, Fernand Gobet
Published in: SAC 2021: ACM Symposium on Applied Computing, 2021
Publisher: ACM

Constructing a Standard Model: Lessons from CHREST

Author(s): Fernand Gobet, Peter C. R. Lane
Published in: The Common Model of Cognition Bulletin, 2020
Publisher: Carleton University

Book chapters (1)

Ignoring boundaries between disciplines

Author(s): Fernand Gobet
Published in: Scientific inquiry into human potential: Historical and contemporary perspectives across disciplines, 2020
Publisher: Routledge