Modified adaptive ant colony optimization algorithm and its application for solving path planning of mobile robot

L Wu, X Huang, J Cui, C Liu, W Xiao - Expert Systems with Applications, 2023 - Elsevier
As the key point for auto-navigation of mobile robot, path planning is a research hotspot in
the field of robot. Generally, the ant colony optimization algorithm (ACO) is one of the …

Dynamic obstacle avoidance and path planning through reinforcement learning

K Almazrouei, I Kamel, T Rabie - Applied Sciences, 2023 - mdpi.com
The use of reinforcement learning (RL) for dynamic obstacle avoidance (DOA) algorithms
and path planning (PP) has become increasingly popular in recent years. Despite the …

A Survey of 3D Space Path-Planning Methods and Algorithms

H Mazaheri, S Goli, A Nourollah - ACM Computing Surveys, 2024 - dl.acm.org
Due to their agility, cost-effectiveness, and high maneuverability, Unmanned Aerial Vehicles
(UAVs) have attracted considerable attention from researchers and investors alike. Path …

[HTML][HTML] An experimental comparison of evolved neural network models for controlling simulated modular soft robots

G Nadizar, E Medvet, S Nichele, S Pontes-Filho - Applied Soft Computing, 2023 - Elsevier
Voxel-based soft robots (VSRs) are a type of modular robots composed by interconnected
soft and deformable blocks, ie, voxels. Thanks to the softness of their bodies, VSRs may …

Mobile robot path planning using improved mayfly optimization algorithm and dynamic window approach

A Zou, L Wang, W Li, J Cai, H Wang, T Tan - The Journal of …, 2023 - Springer
In order to solve the problems of the basic mayfly optimization algorithm (MOA) in the field of
robot path planning, such as slow convergence speed, poor accuracy, insufficient stability …

Local path planning: Dynamic window approach with Q-learning considering congestion environments for mobile robot

M Kobayashi, H Zushi, T Nakamura, N Motoi - IEEE Access, 2023 - ieeexplore.ieee.org
In recent years, autonomous mobile robots have significantly increased in prevalence due to
their ability to augment and diversify the workforce. One critical aspect of their operation is …

An improved fuzzy‐controlled local path planning algorithm based on dynamic window approach

A Liu, C Liu, L Li, R Wang, Z Lu - Journal of Field Robotics, 2024 - Wiley Online Library
With the increasingly complex operating environment of mobile robots, the intelligent
requirements of robots are getting higher and higher. Navigation technology is the core of …

Velocity obstacle-based trajectory planner for anthropomorphic arms

F Vesentini, N Piccinelli, R Muradore - European Journal of Control, 2024 - Elsevier
Abstract The Velocity Obstacle algorithm is one of the most popular and studied
decentralized trajectory planning methods for multi-agent systems moving in dynamic …

Path planning for mobile robot considering turnabouts on narrow road by deep Q-network

T Nakamura, M Kobayashi, N Motoi - IEEE Access, 2023 - ieeexplore.ieee.org
This paper proposes a path planning method for a nonholonomic mobile robot that takes
turnabouts on a narrow road. A narrow road is any space in which the robot cannot move …

Generation of Ship's passage plan using data-driven shortest path algorithms

HT Lee, HM Choi, JS Lee, H Yang, IS Cho - IEEE Access, 2022 - ieeexplore.ieee.org
In this study, an approach for generating the shortest-distance passage plan for a ship is
proposed considering the navigable area obtained based on automatic identification system …