Past, present and future of path-planning algorithms for mobile robot navigation in dynamic environments

HS Hewawasam, MY Ibrahim… - IEEE Open Journal of …, 2022 - ieeexplore.ieee.org
Mobile robots have been making a significant contribution to the advancement of many
sectors including automation of mining, space, surveillance, military, health, agriculture and …

A Novel Optimistic Local Path Planner: Agoraphilic Navigation Algorithm in Dynamic Environment

H Hewawasam, Y Ibrahim, G Kahandawa - Machines, 2022 - mdpi.com
This paper presents a novel local path planning algorithm developed based on the new free
space attraction (Agoraphilic) concept. The proposed algorithm is capable of navigating …

Machine Learning-Based Agoraphilic Navigation Algorithm for Use in Dynamic Environments with a Moving Goal

H Hewawasam, G Kahandawa, Y Ibrahim - Machines, 2023 - mdpi.com
This paper presents a novel development of a new machine learning-based control system
for the Agoraphilic (free-space attraction) concept of navigating robots in unknown dynamic …

A Review of AI-Enhanced Navigation Strategies for Mobile Robots in Dynamic Environments

SM Nasti, MA Chishti - 2024 ASU International Conference in …, 2024 - ieeexplore.ieee.org
A mobile robot is a software-controlled machinery that uses sensors and advanced
technologies to perceive obstacles and navigate its surroundings to reach its desired …

Machine Learning-Based Agoraphilic Navigation Algorithm

HS Hewawasam, MY Ibrahim… - IECON 2022–48th …, 2022 - ieeexplore.ieee.org
This paper presents a novel machine learning-based Agoraphilic (free space attraction)
navigation algorithm. The proposed algorithm is capable of undertaking local path planning …

[PDF][PDF] Machine Learning-Based Agoraphilic Navigation Algorithm for Use in Dynamic Environments with a Moving Goal. Machines 2023, 11, 513

H Hewawasam, G Kahandawa, Y Ibrahim - 2023 - academia.edu
This paper presents a novel development of a new machine learning-based control system
for the Agoraphilic (free-space attraction) concept of navigating robots in unknown dynamic …