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CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning

Autor: Colas, C., Founder, P., Sigaud, O., Mohamed CHETOUANI, Oudeyer, P. -Y

Publikováno v: ICML 2019-Thirty-sixth International Conference on Machine Learning
ICML 2019-Thirty-sixth International Conference on Machine Learning, Jun 2019, Long Beach, United States
Scopus-Elsevier

In open-ended environments, autonomous learning agents must set their own goals and build their own curriculum through an intrinsically motivated exploration. They may consider a large diversity of goals, aiming to discover what is controllable in th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::90345c71fc19da229b2a35aeffeea8e6
https://hal.archives-ouvertes.fr/hal-01934921v2/document

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Akademický článek

Rapid response of head direction cells to reorienting visual cues: a computational model

Autor: Degris, T., Sigaud, O., Wiener, S.I., Arleo, A. ^*

Publikováno v: In Neurocomputing 2004 58:675-682

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Akademický článek

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Akademický článek

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Akademický článek

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Anticipatory Behavior in Adaptive Learning Systems: From Psychological Theories to Artificial Cognitive Systems

Autor: Pezzulo G., Butz M., Sigaud O., Baldassarre G.

Publikováno v: Lecture notes in computer science Vol. (2009).
info:cnr-pdr/source/autori:Pezzulo G.; Butz M.; Sigaud O.; Baldassarre G./titolo:Anticipatory Behavior in Adaptive Learning Systems: From Psychological Theories to Artificial Cognitive Systems/doi:/rivista:Lecture notes in computer science/anno:2009/pagina_da:/pagina_a:/intervallo_pagine:/volume:Vol.

This book constitutes the thoroughly refereed post-workshop proceedings of the 4th International Workshop on Anticipatory Behavior in Adaptive Learning Systems, ABiALS 2008, held in Munich, Germany, in June 2008, in collaboration with the six-monthly

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=cnr_________::fcae3235d9dc2ebd6c7737fab278f434
http://www.cnr.it/prodotto/i/170393

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From Sensorimotor to Higer Level Cognitive Processes: an Introduction to Anticipatory Behavior Systems

Autor: Pezzulo G., Butz M., Sigaud O., Baldassarre G.

Publikováno v: Lecture notes in computer science Vol. (2009): 1–9.
info:cnr-pdr/source/autori:Pezzulo G.; Butz M.; Sigaud O.; Baldassarre G./titolo:From Sensorimotor to Higer Level Cognitive Processes: an Introduction to Anticipatory Behavior Systems/doi:/rivista:Lecture notes in computer science/anno:2009/pagina_da:1/pagina_a:9/intervallo_pagine:1–9/volume:Vol.

This book continues the enhanced post-workshop proceedings series on "Anticipatory Behavior in Adaptive Learning System" (ABiALS), published as Springer LNAI 2684 and LNAI 4520 [3,5]. The proceedings offer a multidisciplinary perspective on anticipat

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=cnr_________::074f9bab86818c0b8521a7815bc378b8
https://publications.cnr.it/doc/30880

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Anticipatory alignment mechanisms for behavioral learning in multi agent systems

Autor: Meyer, Gerben G., Szirbik, Nick B., Butz, MV, Sigaud, O, Pezzulo, G, Baldassarre, G

Publikováno v: ANTICIPATORY BEHAVIOR IN ADAPTIVE LEARNING SYSTEMS: FROM BRAINS TO INDIVIDUAL AND SOCIAL BEHAVIOR, 325-344
STARTPAGE=325;ENDPAGE=344;TITLE=ANTICIPATORY BEHAVIOR IN ADAPTIVE LEARNING SYSTEMS: FROM BRAINS TO INDIVIDUAL AND SOCIAL BEHAVIOR

In this paper we present a conceptualization and a formalization to define agents' behaviors (as exhibited in agent to agent interactions), via an extension of Petri Nets, and show how behaviors of different agents can be aligned. We explain why thes

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=narcis______::6ee5a4e40455f2caef4f71be9ba64d0d
https://research.rug.nl/en/publications/5a76e7b9-2736-4c52-8b30-dc5b30d35995

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