Integrating a Path Planner and an Adaptive Motion Controller for Navigation in Dynamic Environments

Since an individual approach can hardly navigate robots through complex environments, we present a novel two-level hierarchical framework called JPS-IA3C (Jump Point Search improved Asynchronous Advantage Actor-Critic) in this paper for robot navigation in dynamic environments through continuous con...

Full description

Bibliographic Details
Main Authors: Junjie Zeng, Long Qin, Yue Hu, Quanjun Yin, Cong Hu
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/9/7/1384