Morphological modularity can enable the evolution of robot behavior to scale linearly

In evolutionary robotics, populations of robots are typically trained in simulation before one or more of them are instantiated as physical robots. However, in order to evolve robust behavior, each robot must be evaluated in multiple environments.If an environment is characterized by $f$ free parame...

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Bibliographic Details
Main Authors: Collin K Cappelle, Ken Livingston, Anton Bernatskiy, Josh Bongard, Nicholas Livingston
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-10-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/frobt.2016.00059/full