Self-Regulation Mechanism: A Principle for Continual Autonomous Learning in Open-Ended Environments

Continual and autonomous learning are key features for a developmental agent in open-ended environments. This paper presents a mechanism of self-regulated learning to realize them. Considering the fact that learning progresses only when the learner is exposed to appropriate level of uncertainty, we...

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Veröffentlicht in:	Journal of the Robotics Society of Japan 2011, Vol.29(1), pp.77-88
Hauptverfasser:	Hoshino, Yukiko, Kawamoto, Kenta, Noda, Kuniaki, Sabe, Kohtaro
Format:	Artikel
Sprache:	jpn
Schlagworte:	Autonomous Agent Continual Learning Model Acquisition of Environments with Hidden States Open-ended Environment Self-developmental Agent Self-regulation Mechanism
Online-Zugang:	Volltext
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