Bounded Recursive Self-Improvement

Autor: Nivel, E., Thórisson, K. R., Steunebrink, B. R., Dindo, H., Pezzulo, G., Rodriguez, M., Hernandez, C., Ognibene, D., Schmidhuber, J., Sanz, R., Helgason, H. P., Chella, A., Jonsson, G. K.

We have designed a machine that becomes increasingly better at behaving in underspecified circumstances, in a goal-directed way, on the job, by modeling itself and its environment as experience accumulates. Based on principles of autocatalysis, endog

Externí odkaz: http://arxiv.org/abs/1312.6764

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A reference-based theory of motivation and effort allocation

Autor: Rigoli, F., Pezzulo, G.

Publikováno v: PSYCHONOMIC BULLETIN & REVIEW

Motivation is key for performance in domains such as work, sport, and learning. Research has established that motivation and the willingness to invest effort generally increase as a function of reward. However, this view struggles to explain some emp

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c733d9b7b7ad2b4eca296faab8644b87
https://pubmed.ncbi.nlm.nih.gov/35768658

Hierarchical Active Inference: A Theory of Motivated Control

Autor: Pezzulo, G., Rigoli, F., Friston, K. J.

Publikováno v: Trends in Cognitive Sciences
Trends in cognitive sciences (Regul. ed.) 22 (2018): 294–306. doi:10.1016/j.tics.2018.01.009
info:cnr-pdr/source/autori:Pezzulo, Giovanni; Rigoli, Francesco; Friston, Karl J./titolo:Hierarchical Active Inference: A Theory of Motivated Control/doi:10.1016%2Fj.tics.2018.01.009/rivista:Trends in cognitive sciences (Regul. ed.)/anno:2018/pagina_da:294/pagina_a:306/intervallo_pagine:294–306/volume:22

Motivated control refers to the coordination of behaviour to achieve affectively valenced outcomes or goals. The study of motivated control traditionally assumes a distinction between control and motivational processes, which map to distinct (dorsola

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid_dedup__::e100d3cedb1e351c684b196c020ea1ba
http://europepmc.org/articles/PMC5870049