Path planning of autonomous underwater vehicle in unknown environment based on improved deep reinforcement learning

Author:

Tang Zhicheng,Cao Xiang,Zhou Zihan,Zhang Zhoubin,Xu Chen,Dou Jianbin

Funder

Anhui University

Publisher

Elsevier BV

Reference35 articles.

1. Research on obstacle detection and avoidance of autonomous underwater vehicle based on forward-looking sonar;Cao;IEEE Trans. Neural Netw. Learn. Syst.,2022

2. Review of AUV underwater terrain matching navigation;Chen;J. Navig.,2015

3. Path planning and obstacle avoidance for AUV: A review;Cheng;Ocean Eng.,2021

4. Path planning based on deep reinforcement learning for autonomous underwater vehicles under ocean current disturbance;Chu;IEEE Trans. Intell. Veh.,2022

5. Goal-driven autonomous exploration through deep reinforcement learning;Cimurs;IEEE Robot. Autom. Lett.,2021

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