Mobile robot path planning in dynamic environments: A survey

K Cai, C Wang, J Cheng, CW De Silva… - arXiv preprint arXiv …, 2020 - arxiv.org
There are many challenges for robot navigation in densely populated dynamic
environments. This paper presents a survey of the path planning methods for robot …

Mobile robot path planning in dynamic environments through globally guided reinforcement learning

B Wang, Z Liu, Q Li, A Prorok - IEEE Robotics and Automation …, 2020 - ieeexplore.ieee.org
Path planning for mobile robots in large dynamic environments is a challenging problem, as
the robots are required to efficiently reach their given goals while simultaneously avoiding …

Path planning techniques for mobile robots a review

S Campbell, N O'Mahony, A Carvalho… - … on Mechatronics and …, 2020 - ieeexplore.ieee.org
Mobile robots have become increasingly popular in recent years, offering a wide range of
applications in areas such as industry, agriculture, search and rescue and much more. This …

Enhancing path quality of real-time path planning algorithms for mobile robots: A sequential linear paths approach

R Fareh, M Baziyad, T Rabie, M Bettayeb - IEEE Access, 2020 - ieeexplore.ieee.org
The traditional trade-off between execution speed and path quality has forced real-time
robotic path planning algorithms to sacrifice path quality in order to execute in real-time …

Forward search optimization and subgoal-based hybrid path planning to shorten and smooth global path for mobile robots

H Li, T Zhao, S Dian - Knowledge-based systems, 2022 - Elsevier
The characteristics of the path in length, smoothness, and safety are critical to the behavior
of autonomous mobile robots. However, in searching-based global path planning, the …

A global path planning algorithm for robots using reinforcement learning

P Gao, Z Liu, Z Wu, D Wang - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Path planning is the key technology for autonomous mobile robots. In view of the shortage of
paths found by traditional best first search (BFS) and rapidly-exploring random trees (RRT) …

Path planning and obstacle avoidance approaches for mobile robot

HT Nguyen, HX Le - arXiv preprint arXiv:1609.01935, 2016 - arxiv.org
A new path planning method for Mobile Robots (MR) has been developed and
implemented. On the one hand, based on the shortest path from the start point to the goal …

Mobile Robot Path Planning Based on Enhanced Dynamic Window Approach and Improved A  Algorithm

H Yang, X Teng - Journal of Robotics, 2022 - Wiley Online Library
Path planning is one of the most popular researches on mobile robots, and it is the key
technology to realize autonomous navigation of robots. Aiming at the problem that the …

Review of autonomous path planning algorithms for mobile robots

H Qin, S Shao, T Wang, X Yu, Y Jiang, Z Cao - Drones, 2023 - mdpi.com
Mobile robots, including ground robots, underwater robots, and unmanned aerial vehicles,
play an increasingly important role in people's work and lives. Path planning and obstacle …

Reinforcement based mobile robot path planning with improved dynamic window approach in unknown environment

L Chang, L Shan, C Jiang, Y Dai - Autonomous robots, 2021 - Springer
Mobile robot path planning in an unknown environment is a fundamental and challenging
problem in the field of robotics. Dynamic window approach (DWA) is an effective method of …