Ming Chong Lim

Extendable Navigation Network based Reinforcement Learning for Indoor Robot Exploration

This paper presents a navigation network based deep reinforcement learning framework for autonomous indoor robot exploration. The presented method features a pattern cognitive non-myopic exploration strategy that can better reflect universal preferences for structure. We propose the Extendable Navig…