Deep-Reinforcement-Learning-Based Object Transportation Using Task Space Decomposition

This paper presents a novel object transportation method using deep reinforcement learning (DRL) and the task space decomposition (TSD) method. Most previous studies on DRL-based object transportation worked well only in the specific environment where a robot learned how to transport an object. Anot...

Full description

Bibliographic Details
Main Author: Gyuho Eoh
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/10/4807