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The Evolution of Motivated and Modulated Robot Selection : Evoluzione della selezione di robot motivata e modulata, in: International Journal of Advanced Robotic Systems

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Autore Montes-Gonzalez, Fernando; Contreras, Carlos M.
Pubblicato  InTech Open Access Publisher, 2013
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Abstract In this paper we focus on the development of a
selection model that allows a robot to select pre‐evolved
behaviour in a motivated environment. A collection task
is set in an arena where the Khepera robot has to collect
cylinders, which simulate food. Therefore, two basic
motivations, labelled as ‘obesity’ and ‘anorexia’, both
affect the selection of the behavioural repertoire.
Additionally, in this model is possible to modulate the
model to be either more or less selective depending on
the tonic value of the simulated ‘mesolimbic/cortical
tone’. Next, we use evolution for optimizing the
motivated selection network employed for behavioural
switching. Finally, we describe the results of varying, by
hand and evolution, the levels of reward by the
mesolimbic‐cortical tone.
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Articoli a Rivista
2000 ed oltre
Superordinate work
 
no fulltext found International Journal of Advanced Robotic Systems
Autore: Ottaviano, Erika; Ceccarelli, Marco; Husty, Manfred; Yu, Sung-Hoon; Kim, Yong-Tae; Park, Chang-Woo; Hyun, Chang-Ho; Chen, Xiulong; Feng, Weiming; Sun, Xianyang; Gao, Qing; Grigorescu, Sorin M.; Pozna, Claudiu; Liu, Wanli; Zhankui, Wang; Guo, Meng; Fu, Guoyu; Zhang, Jin; Chen, Wenyuan; Peng, Fengchao; Yang, Pei; Chen, Chunlin; Ding, Rui; Yu, Junzhi; Yang, Qinghai; Tan, Min; Polden, Joseph; Pan, [...]
Pubblicato: 2004
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Documents: International Journal of Advanced Robotic Systems
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DMG-Lib FaviconDMG-Lib https://www.dmg-lib.org/dmglib/handler?docum=32348009
Europeana FaviconEuropeana  http://www.europeana.eu/portal/record/2020801/dmglib_handler_docum_32348009.html
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Time of publication 2013
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This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License

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