UAV swarm intelligence: Recent advances and future trends

Y Zhou, B Rao, W Wang - Ieee Access, 2020 - ieeexplore.ieee.org
The dynamic uncertain environment and complex tasks determine that the unmanned aerial
vehicle (UAV) system is bound to develop towards clustering, autonomy, and intelligence. In …

Partially observable markov decision processes in robotics: A survey

M Lauri, D Hsu, J Pajarinen - IEEE Transactions on Robotics, 2022 - ieeexplore.ieee.org
Noisy sensing, imperfect control, and environment changes are defining characteristics of
many real-world robot tasks. The partially observable Markov decision process (POMDP) …

A survey and analysis of multi-robot coordination

Z Yan, N Jouandeau, AA Cherif - International Journal of …, 2013 - journals.sagepub.com
In the field of mobile robotics, the study of multi-robot systems (MRSs) has grown
significantly in size and importance in recent years. Having made great progress in the …

Distributed fog computing for latency and reliability guaranteed swarm of drones

X Hou, Z Ren, J Wang, S Zheng, W Cheng… - IEEE …, 2020 - ieeexplore.ieee.org
Swarm of drones, as an intensely significant category of swarm robots, is widely used in
various fields, eg, search and rescue, detection missions, military, etc. Because of the …

Multiagent reinforcement learning: Rollout and policy iteration for pomdp with application to multirobot problems

S Bhattacharya, S Kailas, S Badyal… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this article, we consider the computational and communication challenges of partially
observable multiagent sequential decision-making problems. We present algorithms that …

Decentralised online planning for multi-robot warehouse commissioning

D Claes, F Oliehoek, H Baier… - … OF THE 16TH …, 2017 - livrepository.liverpool.ac.uk
Warehouse commissioning is a complex task in which a team of robots needs to gather and
deliver items as fast and efficiently as possible while adhering to the constraint capacity of …

[HTML][HTML] Collaborative Swarm Robotics for Sustainable Environment Monitoring and Exploration: Emerging Trends and Research Progress

B Khaldi, F Harrou, Y Sun - Energy Nexus, 2025 - Elsevier
This study explores the application of swarm robotics and swarm and evolutionary
computing techniques in envi-ronmental management and sustainability, a highly specific …

Cooperative decision-making under uncertainties for multi-target surveillance with multiples UAVs

J Capitan, L Merino, A Ollero - Journal of Intelligent & Robotic Systems, 2016 - Springer
Surveillance is an interesting application for Unmanned Aerial Vehicles (UAVs). If a team of
UAVs is considered, the objective is usually to act cooperatively to gather as much …

Policy search for multi-robot coordination under uncertainty

C Amato, G Konidaris, A Anders… - … Journal of Robotics …, 2016 - journals.sagepub.com
We introduce a principled method for multi-robot coordination based on a general model
(termed a MacDec-POMDP) of multi-robot cooperative planning in the presence of …

Multi-robot cooperation and path planning for stick transporting using improved Q-learning and democratic robotics PSO

B Sahu, PK Das, M ranjan Kabat - Journal of computational science, 2022 - Elsevier
The highlight of this paper is to propose an innovative method for solving the problem of
path planning and synchronization of robot pairs in a known static and complex …