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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Bibliographic Details
Main Authors: Jeroen eBurms, Ken eCaluwaerts, Joni eDambre
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-08-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnbot.2015.00009/full