Genetically Evolving Models of Science

Información del proyecto

GEMS

Identificador del acuerdo de subvención: 835002

DOI

10.3030/835002

Proyecto cerrado

Fecha de la firma de la CE 10 Octubre 2019

Fecha de inicio 1 Noviembre 2019

Fecha de finalización 28 Febrero 2025

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 2 182 339,00

Aportación de la UE

€ 2 182 339,00

Coordinado por

LONDON SCHOOL OF ECONOMICS AND POLITICAL SCIENCE
United Kingdom

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Book chapters (3)

Heuristic Search of Heuristics

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

Common sense, artificial intelligence and psychology

Autores: L. K. Bartlett
Publicado en: AI and Common Sense, 2024, Página(s) 82-96
Editor: Routledge

Ignoring boundaries between disciplines

Autores: Fernand Gobet
Publicado en: Scientific inquiry into human potential: Historical and contemporary perspectives across disciplines, 2020
Editor: Routledge

Conference proceedings (13)

Trust in cognitive models: Understandability and computational realism

Autores: N. Javed, A. Pirrone, L.K. Bartlett, P.C.R. Lane, F. Gobet
Publicado en: Proceedings of the AISB Convention, 2023, Página(s) 43-50
Editor: AISB

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

Autores: D. Bennett, F. Gobet
Publicado en: Proceedings of the 22nd International Conference on Cognitive Modelling, 2024
Editor: International Conference on Cognitive Modelling

Modelling attentional cueing and inhibition of return with genetic programming

Autores: L.K. Bartlett, N. Javed, D. Bennett, P.C.R. Lane, F. Gobet
Publicado en: Proceedings of the 11th Annual Conference on Advances in Cognitive Systems, 2024
Editor: Advances in Cognitive Systems

Genetic programming for developing simple cognitive models

Autores: L.K. Bartlett, A. Pirrone, N. Javed, P.C.R. Lane, F. Gobet
Publicado en: Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023, Página(s) 2833-2839
Editor: Cognitive Science Society

Evolving Understandable Cognitive Models

Autores: Peter C.R. Lane, Laura Bartlett, Noman Javed, Angelo Pirrone, Fernand Gobet
Publicado en: Proceedings of the 20th International Conference on Cognitive Modelling, 2022
Editor: ICCM

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

Autores: D. Bennett, Peter C. R. Lane, Fernand Gobet
Publicado en: Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, 2020, ISBN 9781713818977
Editor: Cognitive Science Society

On-the-fly simplification of genetic programming models

Autores: Noman Javed, Fernand Gobet
Publicado en: SAC 2021: ACM Symposium on Applied Computing, 2021
Editor: ACM

Computational Scientific Discovery in Cognitive Science

Autores: Peter C. R. Lane, Fernand Gobet
Publicado en: 2024 IEEE 6th International Conference on Cognitive Machine Intelligence (CogMI), 2025, Página(s) 275-277
Editor: IEEE
DOI: 10.1109/cogmi62246.2024.00043

Exploring the diversity of evolved cognitive models with cluster analysis

Autores: P.C.R. Lane, N. Javed, L.K. Bartlett, D. Bennett, F. Gobet
Publicado en: Evolution in Computational Intelligence: Proceedings of the 12th International Conference on Frontiers of Intelligent Computing: Theory and Applications, 2024
Editor: FICTA

Constructing a Standard Model: Lessons from CHREST

Autores: Fernand Gobet, Peter C. R. Lane
Publicado en: The Common Model of Cognition Bulletin, 2020
Editor: Carleton University

Evolving time-dependent models

Autores: P.C.R. Lane, N. Javed, A. Pirrone, L.K. Bartlett, F. Gobet
Publicado en: Proceedings of the AISB Convention, 2023, Página(s) 64-66
Editor: AISB

Evolving Cognitive Models: A Novel Approach to Verbal Learning

Autores: Noman Javed, Dmitry Bennett, Laura K. Bartlett, Peter C. R. Lane, Fernand Gobet
Publicado en: 2024 IEEE 6th International Conference on Cognitive Machine Intelligence (CogMI), 2025, Página(s) 226-233
Editor: IEEE
DOI: 10.1109/cogmi62246.2024.00037

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

Autores: D. Bennett, N. Javed, P.C.R. Lane, F. Gobet, L.K. Bartlett
Publicado en: Proceedings of the 22nd International Conference on Cognitive Modelling, 2024
Editor: ICCM

Peer reviewed articles (8)

GEMS: Genetically Evolving Models in Science

Autores: Angelo Pirrone, Fernand Gobet
Publicado en: Sistemi Intelligenti, 2022, ISSN 1120-9550
Editor: Il Mulino publishing house

Magnitude sensitivity: Rethinking decision-making

Autores: Angelo Pirrone, A. Reina, T. Stafford, J. A. Marshall, Fernand Gobet
Publicado en: Trends in Cognitive Sciences, 2022, ISSN 1364-6613
Editor: Elsevier BV

Simplification of genetic programs: a literature survey

Autores: Noman Javed; Fernand Gobet; Peter Lane
Publicado en: Data Mining and Knowledge Discovery, Edición 1, 2022, ISSN 1573-756X
Editor: Springer
DOI: 10.1007/s10618-022-00830-7

Computational Scientific Discovery in Psychology

Autores: Laura Bartlett, Angelo Pirrone, Noman Javed, Fernand Gobet
Publicado en: Perspectives on Psychological Science, 2022, ISSN 1745-6916
Editor: Blackwell Publishing Inc.
DOI: 10.1177/17456916221091833

Modeling Value-Based Decision-Making Policies Using Genetic Programming

Autores: Angelo Pirrone, Fernand Gobet
Publicado en: Swiss Journal of Psychology, Edición 79/3-4, 2020, Página(s) 113-121, ISSN 1421-0185
Editor: Hans Huber AG
DOI: 10.1024/1421-0185/a000241

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

Autores: Angelo Pirrone, Fernand Gobet
Publicado en: Journal of Cognitive Psychology, Edición 33/3, 2021, Página(s) 327-336, ISSN 2044-5911
Editor: Psychology Press
DOI: 10.1080/20445911.2021.1890091

Modeling NFT investor behavior using belief dissensus

Autores: Percy Venegas, Fernand Gobet
Publicado en: Journal on Policy & Complex Systems, 2022, ISSN 2372-8590
Editor: Policy Studies Organization

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

Autores: Angelo Pirrone, A. Reina, Fernand Gobet
Publicado en: Judgment and Decision Making, 2021, ISSN 1930-2975
Editor: Society for Judgment and Decision Making