Vision-based reinforcement learning for humanoid behavior generation with rhythmic walking parameters

摘要

This paper presents a method for generating vision-based humanoid behaviors by reinforcement learning with rhythmic walking parameters. The walking is stabilized by a rhythmic motion controller such as CPG or neural oscillator. The learning process consi