Large language models for robotics: Opportunities, challenges, and perspectives

J Wang, Z Wu, Y Li, H Jiang, P Shu, E Shi, H Hu… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) have undergone significant expansion and have been
increasingly integrated across various domains. Notably, in the realm of robot task planning …

Challenges and solutions for autonomous ground robot scene understanding and navigation in unstructured outdoor environments: A review

L Wijayathunga, A Rassau, D Chai - Applied Sciences, 2023 - mdpi.com
The capabilities of autonomous mobile robotic systems have been steadily improving due to
recent advancements in computer science, engineering, and related disciplines such as …

A review of path planning for unmanned surface vehicles

B Xing, M Yu, Z Liu, Y Tan, Y Sun, B Li - Journal of Marine Science and …, 2023 - mdpi.com
With the continued development of artificial intelligence technology, unmanned surface
vehicles (USVs) have attracted the attention of countless domestic and international …

Review of Intelligent and Nature-Inspired Algorithms-Based Methods for Tuning PID Controllers in Industrial Applications

RS Patil, SP Jadhav, MD Patil - Journal of Robotics and Control …, 2024 - journal.umy.ac.id
PID controllers can regulate and stabilize processes in response to changes and
disturbances. This paper provides a comprehensive review of PID controller tuning methods …

Enhanced grey wolf optimization algorithm for mobile robot path planning

L Liu, L Li, H Nian, Y Lu, H Zhao, Y Chen - Electronics, 2023 - mdpi.com
In this study, an enhanced hybrid Grey Wolf Optimization algorithm (HI-GWO) is proposed to
address the challenges encountered in traditional swarm intelligence algorithms for mobile …

Collaborative Task Allocation and Optimization Solution for Unmanned Aerial Vehicles in Search and Rescue

D Han, H Jiang, L Wang, X Zhu, Y Chen, Q Yu - Drones, 2024 - mdpi.com
Earthquakes pose significant risks to national stability, endangering lives and causing
substantial economic damage. This study tackles the urgent need for efficient post …

Optimizing Mobile Robot Navigation Based on A-Star Algorithm for Obstacle Avoidance in Smart Agriculture

A Chatzisavvas, M Dossis, M Dasygenis - Electronics, 2024 - mdpi.com
The A-star algorithm (A*) is a traditional and widely used approach for route planning in
various domains, including robotics and automobiles in smart agriculture. However, a …

Path Optimization Using Metaheuristic Techniques for a Surveillance Robot

M Peñacoba, JE Sierra-García, M Santos, I Mariolis - Applied Sciences, 2023 - mdpi.com
This paper presents an innovative approach to optimize the trajectories of a robotic
surveillance system, employing three different optimization methods: genetic algorithm (GA) …

[HTML][HTML] Non-Standard Map Robot Path Planning Approach Based on Ant Colony Algorithms

F Li, YC Kim, B Xu - Sensors, 2023 - mdpi.com
Robot path planning is an important component of ensuring the robots complete work tasks
effectively. Nowadays, most maps used for robot path planning obtain relevant coordinate …

Enhanced Energy Efficiency through Path Planning for Off-Road Missions of Unmanned Tracked Electric Vehicle

TT İnal, G Cansever, B Yalçın, G Çetin, AE Hartavi - Vehicles, 2024 - mdpi.com
The primary objective of this research is to address the existing gap about the use of a path-
planning algorithm that will reduce energy consumption in off-road applications of tracked …