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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 …
vehicle (UAV) system is bound to develop towards clustering, autonomy, and intelligence. In …
Partially observable markov decision processes in robotics: A survey
Noisy sensing, imperfect control, and environment changes are defining characteristics of
many real-world robot tasks. The partially observable Markov decision process (POMDP) …
many real-world robot tasks. The partially observable Markov decision process (POMDP) …
A survey and analysis of multi-robot coordination
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 …
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
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 …
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
In this article, we consider the computational and communication challenges of partially
observable multiagent sequential decision-making problems. We present algorithms that …
observable multiagent sequential decision-making problems. We present algorithms that …
Decentralised online planning for multi-robot warehouse commissioning
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 …
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
This study explores the application of swarm robotics and swarm and evolutionary
computing techniques in envi-ronmental management and sustainability, a highly specific …
computing techniques in envi-ronmental management and sustainability, a highly specific …
Cooperative decision-making under uncertainties for multi-target surveillance with multiples UAVs
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 …
UAVs is considered, the objective is usually to act cooperatively to gather as much …
Policy search for multi-robot coordination under uncertainty
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 …
(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 …
path planning and synchronization of robot pairs in a known static and complex …