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Intrinsic interactive reinforcement learning – Using error-related potentials for real world human-robot interaction

Reinforcement learning (RL) enables robots to learn its optimal behavioral strategy in dynamic environments based on feedback. Explicit human feedback during robot RL is advantageous, since an explicit reward function can be easily adapted. However, it is very demanding and tiresome for a human to c...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Kim, Su Kyoung, Kirchner, Elsa Andrea, Stefes, Arne, Kirchner, Frank
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5730605/
https://ncbi.nlm.nih.gov/pubmed/29242555
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-17682-7
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