Genetically Evolving Models of Science

Project Information

GEMS

Grant agreement ID: 835002

DOI

10.3030/835002

Project closed

EC signature date 10 October 2019

Start date 1 November 2019

End date 28 February 2025

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

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Book chapters (3)

Heuristic Search of Heuristics

Author(s): Angelo Pirrone, Peter C. R. Lane, Laura Bartlett, Noman Javed, Fernand Gobet
Published in: Lecture Notes in Computer Science, Artificial Intelligence XL, 2023, Page(s) 407-420
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-47994-6_36

Common sense, artificial intelligence and psychology

Author(s): L. K. Bartlett
Published in: AI and Common Sense, 2024, Page(s) 82-96
Publisher: Routledge

Ignoring boundaries between disciplines

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

Conference proceedings (13)

Trust in cognitive models: Understandability and computational realism

Author(s): N. Javed, A. Pirrone, L.K. Bartlett, P.C.R. Lane, F. Gobet
Published in: Proceedings of the AISB Convention, 2023, Page(s) 43-50
Publisher: AISB

Cognitive chunks, neural engrams and natural concepts: Bridging the gap between connectionist and symbolism

Author(s): D. Bennett, F. Gobet
Published in: Proceedings of the 22nd International Conference on Cognitive Modelling, 2024
Publisher: International Conference on Cognitive Modelling

Modelling attentional cueing and inhibition of return with genetic programming

Author(s): L.K. Bartlett, N. Javed, D. Bennett, P.C.R. Lane, F. Gobet
Published in: Proceedings of the 11th Annual Conference on Advances in Cognitive Systems, 2024
Publisher: Advances in Cognitive Systems

Genetic programming for developing simple cognitive models

Author(s): L.K. Bartlett, A. Pirrone, N. Javed, P.C.R. Lane, F. Gobet
Published in: Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023, Page(s) 2833-2839
Publisher: Cognitive Science Society

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

Computational Scientific Discovery in Cognitive Science

Author(s): Peter C. R. Lane, Fernand Gobet
Published in: 2024 IEEE 6th International Conference on Cognitive Machine Intelligence (CogMI), 2025, Page(s) 275-277
Publisher: IEEE
DOI: 10.1109/cogmi62246.2024.00043

Exploring the diversity of evolved cognitive models with cluster analysis

Author(s): P.C.R. Lane, N. Javed, L.K. Bartlett, D. Bennett, F. Gobet
Published in: Evolution in Computational Intelligence: Proceedings of the 12th International Conference on Frontiers of Intelligent Computing: Theory and Applications, 2024
Publisher: FICTA

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

Evolving time-dependent models

Author(s): P.C.R. Lane, N. Javed, A. Pirrone, L.K. Bartlett, F. Gobet
Published in: Proceedings of the AISB Convention, 2023, Page(s) 64-66
Publisher: AISB

Evolving Cognitive Models: A Novel Approach to Verbal Learning

Author(s): Noman Javed, Dmitry Bennett, Laura K. Bartlett, Peter C. R. Lane, Fernand Gobet
Published in: 2024 IEEE 6th International Conference on Cognitive Machine Intelligence (CogMI), 2025, Page(s) 226-233
Publisher: IEEE
DOI: 10.1109/cogmi62246.2024.00037

Genetically evolving verbal learning: a computational model based on chunking and evolution

Author(s): D. Bennett, N. Javed, P.C.R. Lane, F. Gobet, L.K. Bartlett
Published in: Proceedings of the 22nd International Conference on Cognitive Modelling, 2024
Publisher: ICCM

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