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Humanoids Learning to Walk: A Natural CPG-Actor-Critic Architecture

The identification of learning mechanisms for locomotion has been the subject of much research for some time but many challenges remain. Dynamic systems theory (DST) offers a novel approach to humanoid learning through environmental interaction. Reinforcement learning (RL) has offered a promising me...

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Detalles Bibliográficos
Autores principales: Li, Cai, Lowe, Robert, Ziemke, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3619089/
https://www.ncbi.nlm.nih.gov/pubmed/23675345
http://dx.doi.org/10.3389/fnbot.2013.00005