AUV Dynamic Obstacle Avoidance Method Based on Improved PPO Algorithm

Designing a reasonable obstacle avoidance method for AUV 3D path planning is difficult, and existing obstacle avoidance methods have certain drawbacks. For example, they are only applicable to 2D planar applications and cannot effectively handle dynamic obstacles. To address these problems, we desig...

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Bibliographic Details
Main Authors: Guohao Zhu, Zhou Shen, Laiyuan Liu, Sicong Zhao, Fangzheng Ji, Zixia Ju, Jialong Sun
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9955517/