Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Kim, Su Kyoung, Kirchner, Elsa Andrea, Stefes, Arne, Kirchner, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5730605/
https://www.ncbi.nlm.nih.gov/pubmed/29242555
http://dx.doi.org/10.1038/s41598-017-17682-7