A Reinforcement Learning Approach Based on Automatic Policy Amendment for Multi-AUV Task Allocation in Ocean Current

In this paper, the multiple autonomous underwater vehicles (AUVs) task allocation (TA) problem in ocean current environment based on a novel reinforcement learning approach is studied. First, the ocean current environment including direction and intensity is established and a reward function is desi...

Полное описание

Библиографические подробности
Главные авторы: Cheng Ding, Zhi Zheng
Формат: Статья
Язык:English
Опубликовано: MDPI AG 2022-06-01
Серии:Drones
Предметы:
Online-ссылка:https://www.mdpi.com/2504-446X/6/6/141