DRL-based path planning and obstacle avoidance of autonomous underwater vehicle

Author:

Wu Di1,Feng Zhaolong1,Hou Dongdong2,Liu Rui3,Yin Yufei1

Affiliation:

1. Harbin Engineering University,Qingdao Innovation and Development Center,Qingdao,China

2. The 713 Research Institute of CSSC,Henan Key Laboratory of Underwater Intelligent Equipment,Zhengzhou,China

3. Marine design and research institute of China (MARIC),Shanghai,China

Publisher

IEEE

Reference10 articles.

1. A UAV Coverage Path Planning Algorithm Based on Double Deep Q-Network

2. Continuous control with deep reinforcement learning;lillicrap;arXiv preprint arXiv 1509 02971,2015

3. Research on AUV Complex Area Planning Method Based on VIN Network;yan;Proceedings of the 6th International Technical Conference on Advances in Computing Control and Industrial Engineering (CCIE 2021),2022

4. Path Planning Algorithm on Large Scale Terrain Data Based on PRM with Non-Uniform Sampling Strategy

5. Application of Improved Dijkstra Path Planning Algorithm for Industrial Stacking Robots

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