Deep Reinforcement Learning for Model Predictive Controller Based on Disturbed Single Rigid Body Model of Biped Robots

This paper modifies the single rigid body (SRB) model, and considers the swinging leg as the disturbances to the centroid acceleration and rotational acceleration of the SRB model. This paper proposes deep reinforcement learning (DRL)-based model predictive control (MPC) to resist the disturbances o...

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Detalhes bibliográficos
Principais autores: Landong Hou, Bin Li, Weilong Liu, Yiming Xu, Shuhui Yang, Xuewen Rong
Formato: Artigo
Idioma:English
Publicado em: MDPI AG 2022-10-01
coleção:Machines
Assuntos:
Acesso em linha:https://www.mdpi.com/2075-1702/10/11/975