Necessity of Body Image for Reinforcement Learning

—A study of Layered Structure of the QDSEGA—

Abstract

In this paper, we consider the applicability of QDSEGA for redundant robots. We propose a hypothesis that the body image makes it possible to realize the ability to restrict the exploration space. By comparing between the QDSEGA and a learning mechanism of animals, we discuss the validity of the hypothesis.