Improved decentralized cooperative multi-agent path finding for robots with limited communication

A Maoudj, AL Christensen - Swarm Intelligence, 2023 - Springer
Multi-agent path finding (MAPF) holds significant practical relevance in numerous real-world
applications involving fleets of mobile robots. The efficiency of such systems is directly …

Towards coordinated multi-robot exploration under bandwidth-constrained conditions

W Tang, C Xue, C Li, Q Zhu - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Advances in robot locomotion algorithms, sensor technologies, planning frameworks and
hardware designs have motivated the deployment of robot groups in unstructured …

Crowd-Aware Multi-Agent Pathfinding with Boosted Curriculum Reinforcement Learning

P Pham, A Bera - arXiv preprint arXiv:2309.10275, 2023 - arxiv.org
Multi-Agent Path Finding (MAPF) in crowded environments presents a challenging problem
in motion planning, aiming to find collision-free paths for all agents in the system. MAPF …

Dec-los-rrt: Decentralized path planning for multi-robot systems with line-of-sight constrained communication

V Tuck, YV Pant, SA Seshia… - 2021 IEEE Conference …, 2021 - ieeexplore.ieee.org
Decentralized planning for multi-agent systems, such as fleets of robots in a search-and-
rescue operation, is often constrained by limitations on how agents can communicate with …

Cost-effective Swarm Navigation System via Close Cooperation

N Chen, Z Li, L Quan, X Chen, C Xu… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
Multi-robot system is desired to achieve global cost-efficiency by fully utilizing individual
advantages. For example, leveraging unmanned aerial vehicles'(UAVs') agility for inspection …

Complete decentralized method for on-line multi-robot trajectory planning in valid infrastructures

M Čáp, J Vokřínek, A Kleiner - arXiv preprint arXiv:1501.07704, 2015 - arxiv.org
We consider a system consisting of multiple mobile robots in which the user can at any time
issue relocation tasks ordering one of the robots to move from its current location to a given …

[HTML][HTML] Autonomous navigation strategy for robot swarms using local communication

FH Martínez Sarmiento, DM Acero Soto… - Tecnura, 2014 - scielo.org.co
Abstract MARTINEZ SARMIENTO, Fredy Hernán; ACERO SOTO, Diego Mauricio and
CASTIBLANCO ORTIZ, Mariela. Autonomous navigation strategy for robot swarms using …

CARDYNET: Deep Learning Based Navigation for Car-Like Robots in Dynamic Environments

G Herr, L Weerakoon, M Yu… - ASME …, 2022 - asmedigitalcollection.asme.org
Recently, there has been an increased interest in learning based navigation solutions for
robots operating in dynamic environments. Navigation in such environments is particularly …

Decentralized energy-aware co-planning of motion and communication strategies for networked mobile robots

S Rahmanpour, RM Esfanjani - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this article, a decentralized planning scheme is proposed to determine simultaneously
communication and motion strategies for a team of mobile robots. These robots accomplish …

Sampling-efficient path planning and improved actor-critic-based obstacle avoidance for autonomous robots

Y Yang, T Huang, T Wang, W Yang, H Chen… - Science China …, 2024 - Springer
Autonomous robots have garnered extensive utilization in diverse fields. Among the critical
concerns for autonomous systems, path planning holds paramount importance …