Publications

L. Bartlett, A. Pirrone, N. Javed and F. Gobet, Computational scientific discovery in psychology. Perspectives on Psychological Science, 18(1), pp.178-89, 2023. http://doi.org/10.1177/17456916221091833 - https://eprints.lse.ac.uk/114418/

N. Javed, F. Gobet and P.C.R. Lane, Simplification of genetic programs: A literature survey, Data Mining and Knowledge Discovery, 36, pp. 1279-1300, 2022. https://doi.org/10.1007/s10618-022-00830-7 (open access)

A. Pirrone and F. Gobet, GEMS: genetically evolving models in science. Sistemi Intelligenti, 34:107-115, 2022. http://doi.org/10.1422/101896 - http://eprints.lse.ac.uk/112223/

A. Pirrone, A. Reina, T. Stafford, J.A. Marshall, and F. Gobet, Magnitude-sensitivity: rethinking decision-making. Trends in Cognitive Sciences, 26:66-80, 2021. http://doi.org/10.1016/j.tics.2021.10.006 - http://eprints.lse.ac.uk/112572/

A. Pirrone, A. Reina, and F. Gobet, Input-dependent noise can explain magnitude-sensitivity in optimal value-based decision-making. Judgment and Decision Making, 16(5), 2021. http://eprints.lse.ac.uk/111970/

A. Pirrone and F. Gobet, Is attentional discounting in value-based decision making magnitude sensitive? Journal of Cognitive Psychology, pp. 327-36, 2021. http://doi.org/10.1080/20445911.2021.1890091 - http://eprints.lse.ac.uk/108608/

A. Pirrone and F. Gobet, Modelling value-based decision-making policies using Genetic Programming: A proof of concept study. Swiss Journal of Psychology, 79:113-121, 2020. http://doi.org/10.1024/1421-0185/a000241 - http://eprints.lse.ac.uk/106996/

L. Bartlett, A. Pirrone, N. Javed, P.C.R. Lane and F. Gobet, Genetic programming for developing simple cognitive models, Proceedings of the 45^th Annual Meeting of the Cognitive Science Society, 2023.

N. Javed, A. Pirrone, L. Bartlett, P.C.R. Lane and F. Gobet, Trust in cognitive models: Understandability and computational realism, Proceedings of the AISB Convention, 2023.

P.C.R. Lane, L. Bartlett, N. Javed, A. Pirrone and F. Gobet, Evolving understandable cognitive models, in T.C. Stewart (Ed.), Proceedings of the 20^th International Conference on Cognitive Modelling, pp. 176-82, 2022. pdf

Javed, N., & Gobet, F. (2021) On-the-fly Simplification of Genetic Programming Models, in SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, pp. 464-471. http://doi.org/10.1145/3412841.3441926 - http://eprints.lse.ac.uk/109876/

Gobet, F. (2020). Ignoring boundaries between disciplines. In D. Dai and R. Sternberg (Eds.), Scientific inquiry into human potential: Historical and contemporary perspectives across disciplines. New York: Routledge. https://doi.org/10.4324/9780429291654 (book).

Bartlett, L. K. (2022, May). Common sense, artificial intelligence and psychology [presentation]. AI and Common sense workshop, Nancy, France.

Bartlett, L. K. (2023, May). Common sense, artificial intelligence and psychology. AI and Common sense workshop, Biel/Bienne, Switzerland.

L.K. Bartlett, A. Pirrone, N. Javed, P.C.R. Lane and F. Gobet, Generating candidate cognitive models for the Posner cueing task [Conference poster]. 45^th European Conference on Visual Perception, Paphos, Cyprus, 2023.

P.C.R. Lane, F. Gobet, A. Pirrone, L. Bartlett and N. Javed, 'Synthesising cognitive models with genetic programming', Proceedings of Abstracts, School of Physics, Engineering and Computer Science Research Conference, 2023. pdf

Gobet, F. (2023, July). How video games can revitalize Newell’s program of research. 41st Annual Meeting of the Cognitive Science Society. Sydney, Australia.

Gobet, F. (2023, March). Discovering models in cognitive psychology using experimental data. AAAI Spring Symposium on Computational Approaches to Scientific Discovery. San Francisco, CA.

Gobet, F. (2022, November). Can psychologists' scientific practices be described as progressive Lakatosian research programmes? Imre Lakatos Centenary Conference, LSE, London.

Pirrone, A., Gobet, F. (2020). Value-based decision making in naturalistic vs laboratory settings. Talk presented at the Neuromatch conference 3.0.

Pirrone, A., Gobet, F. (2020). Modelling value-based decision-making policies using Genetic Programming. Poster presented at the 50th annual conference of the Society for Computation in Psychology (SCiP) - affiliate meeting of the Psychonomic Society’s 61st Annual Meeting.

Pirrone, A., Gobet, F. (2020). Revisiting the evidence for magnitude sensitivity in the attentional drift-diffusion model. Poster presented at the 50th annual conference of the Society for Computation in Psychology (SCiP) - affiliate meeting of the Psychonomic Society’s 61st Annual Meeting.