Research on PPO algorithm in solving AUV path planning problems

Author:

Wang Zheng1,Hu Zhiyuan1,Yang Yang1,Yin Yang1

Affiliation:

1. Naval University of Engineering,School of Electrical Engineering,Wuhan,China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference12 articles.

1. Research on the application of genetic algorithm in local path planning for AUV;yan;Applied Science and Technology,2009

2. Path Planning of Underwater Vehicle in 3D Space Based on Ant Colony Algorithm;liu;Journal of System Simulation,2008

3. Openai gym;brockman,2016

4. Application of deep reinforcement learning in mobile robot path planning

5. Proximal policy optimization algorithms;schulman,2017

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Local 2-D Path Planning of Unmanned Underwater Vehicles in Continuous Action Space Based on the Twin-Delayed Deep Deterministic Policy Gradient;IEEE Transactions on Systems, Man, and Cybernetics: Systems;2024-05

2. Path Planning of Unmanned Underwater Vehicles Based on Deep Reinforcement Learning Algorithm;2023 International Conference on Advanced Robotics and Mechatronics (ICARM);2023-07-08

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