Bidirectional Obstacle Avoidance Enhancement‐Deep Deterministic Policy Gradient: A Novel Algorithm for Mobile‐Robot Path Planning in Unknown Dynamic Environments

Real‐time path planning in unknown dynamic environments is a significant challenge for mobile robots. Many researchers have attempted to solve this problem by introducing deep reinforcement learning, which trains agents through interaction with their environments. A method called BOAE‐DDPG, which co...

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Bibliographic Details
Main Authors: Junxiao Xue, Shiwen Zhang, Yafei Lu, Xiaoran Yan, Yuanxun Zheng
Format: Article
Language:English
Published: Wiley 2024-04-01
Series:Advanced Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1002/aisy.202300444