Spiking Neural Network Discovers Energy-Efficient Hexapod Motion in Deep Reinforcement Learning

In Deep Reinforcement Learning (DRL) for robotics application, it is important to find energy-efficient motions. For this purpose, a standard method is to set an action penalty in the reward to find the optimal motion considering the energy expenditure. This method is widely used for the simplicity...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Katsumi Naya, Kyo Kutsuzawa, Dai Owaki, Mitsuhiro Hayashibe
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
Materias:
Acceso en línea:https://doaj.org/article/335681a7613746e5a4b027d670d343bf
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!