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Reward-Modulated Hebbian Plasticity as Leverage for Partially Embodied Control in Compliant Robotics

In embodied computation (or morphological computation), part of the complexity of motor control is offloaded to the body dynamics. We demonstrate that a simple Hebbian-like learning rule can be used to train systems with (partial) embodiment, and can be extended outside of the scope of traditional n...

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Detalles Bibliográficos
Autores principales: Burms, Jeroen, Caluwaerts, Ken, Dambre, Joni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4538293/
https://www.ncbi.nlm.nih.gov/pubmed/26347645
http://dx.doi.org/10.3389/fnbot.2015.00009