An Overview of Nature‐Inspired, Conventional, and Hybrid Methods of Autonomous Vehicle Path Planning

BBK Ayawli, R Chellali, AY Appiah… - Journal of Advanced …, 2018 - Wiley Online Library
Safe and smooth mobile robot navigation through cluttered environment from the initial
position to goal with optimal path is required to achieve intelligent autonomous ground …

An improved recurrent neural network for unmanned underwater vehicle online obstacle avoidance

C Lin, H Wang, J Yuan, D Yu, C Li - Ocean Engineering, 2019 - Elsevier
This paper focuses on online obstacle avoidance planning for unmanned underwater
vehicles. To improve the autonomous ability and intelligence of obstacle avoidance …

Optimisation of autonomous ship manoeuvres applying ant colony optimisation metaheuristic

JB Escario, JF Jimenez, JM Giron-Sierra - Expert Systems with Applications, 2012 - Elsevier
This paper introduces the use of a swarm algorithm, derived from Ant Colony Optimisation,
to solve path planning problems for autonomous vehicles. The purpose is to obtain optimal …

[HTML][HTML] 智能水下机器人路径规划研究现状与展望

孙玉山, 冉祥瑞, 张国成, 王力锋, 王建 - 哈尔滨工程大学学报, 2020 - html.rhhz.net
路径规划是智能水下机器人技术研究的核心内容之一, 是实现其自主航行和作业的关键环节.
本文对智能水下机器人路径规划方法进行分类并分析其各自特点, 总结了国内外利用各种规划 …

Bioinspired actor-critic algorithm for reinforcement learning interpretation with Levy–Brown hybrid exploration strategy

X Wang, D Li - Neurocomputing, 2024 - Elsevier
Currently, reinforcement learning, the interpretability of the algorithm is a challenge. The lack
of interpretability limits the use of reinforcement learning limited when facing agents in the …

[PDF][PDF] Tour Planning Design for Mobile Robots Using Pruned Adaptive Resonance Theory Networks.

SP Murugan, M Chinnadurai… - Computers, Materials & …, 2022 - researchgate.net
The development of intelligent algorithms for controlling autonomous mobile robots in real-
time activities has increased dramatically in recent years. However, conventional intelligent …

[HTML][HTML] Steam Generator Maintenance Robot Design and Obstacle Avoidance Path Planning

F Yuan, G Ren, Q Deng, X Wang - Sensors, 2025 - mdpi.com
To solve the issue of inconvenient and dangerous manual operation during the installation
and removal of the main pipe plugging plate in the steam generator in nuclear power plants …

[HTML][HTML] 智能水下机器人路径规划方法综述

孙玉山, 王力锋, 吴菁, 冉祥瑞 - 舰船科学技术, 2020 - html.rhhz.net
路径规划方法是智能水下机器人技术研究的核心内容之一, 是实现自主航行和作业的关键环节.
本文将水下机器人的路径规划方法按智能程度分为传统和智能两大类. 传统方法包括基于路线图 …

RimJump: Edge-based shortest path planning for a 2D map

Z Yao, W Zhang, Y Shi, M Li, Z Liang, F Li, Q Huang - Robotica, 2019 - cambridge.org
Path planning under 2D map is a key issue in robot applications. However, most related
algorithms rely on point-by-point traversal. This causes them usually cannot find the strict …

Robot Mapping and Navigation System Based on Multi-sensor Fusion

B Zhang, J Zhang - … Conference on Artificial Intelligence and Big …, 2021 - ieeexplore.ieee.org
To deal with the problem of low accuracy of two-dimensional grid map and obstacle
avoidance in dynamic environment of mobile robot with single 2D LiDAR, based on …