Task allocation using a team of robots

H Aziz, A Pal, A Pourmiri, F Ramezani, B Sims - Current Robotics Reports, 2022 - Springer
Abstract Purpose of Review Task allocation using a team or coalition of robots is one of the
most important problems in robotics, computer science, operational research, and artificial …

The role of information assumptions in decentralized task allocation: A tutorial

LB Johnson, HL Choi, JP How - IEEE Control Systems …, 2016 - ieeexplore.ieee.org
A single robotic agent can perform cost-effective work in many domains, especially those
that are dirty, dangerous, or dull for humans. Forming multiagent teams of autonomous …

A bid-based grou** method for communication-efficient decentralized multi-UAV task allocation

KS Kim, HY Kim, HL Choi - … Journal of Aeronautical and Space Sciences, 2020 - Springer
This paper presents an extension to a decentralized multi-UAV task allocation algorithm,
consensus-based bundle algorithm (CBBA), to improve the communication efficiency in the …

Task assignment for multivehicle systems based on collaborative neurodynamic optimization

J Wang, J Wang, H Che - IEEE Transactions on Neural …, 2019 - ieeexplore.ieee.org
This paper addresses task assignment (TA) for multivehicle systems. Multivehicle TA
problems are formulated as a combinatorial optimization problem and further as a global …

[LIVRE][B] Intelligent autonomy of UAVs: advanced missions and future use

YB Sebbane - 2018 - books.google.com
Intelligent Autonomy of UAVs: Advanced Missions and Future Use provides an approach to
the formulation of the fundamental task typical to any mission and provides guidelines of …

Weapon–target assignment by reinforcement learning with pointer network

H Na, J Ahn, IC Moon - Journal of Aerospace Information Systems, 2023 - arc.aiaa.org
RESOURCE allocation has been a fundamental challenge in the control society [1, 2], and
such resource allocation appears as many forms in different domains, such as multi-agent …

Distributed task allocation for multiple heterogeneous UAVs based on consensus algorithm and online cooperative strategy

W Wu, N Cui, W Shan, X Wang - Aircraft Engineering and Aerospace …, 2018 - emerald.com
Purpose The purpose of this paper is to develop a distributed task allocation method for
cooperative mission planning of multiple heterogeneous unmanned aerial vehicles (UAVs) …

A Two‐Layer Task Assignment Algorithm for UAV Swarm Based on Feature Weight Clustering

X Fu, P Feng, B Li, X Gao - International Journal of Aerospace …, 2019 - Wiley Online Library
For the large‐scale operations of unmanned aerial vehicle (UAV) swarm and the large
number of UAVs, this paper proposes a two‐layer task and resource assignment algorithm …

Decentralizing coordination in open vehicle fleets for scalable and dynamic task allocation

M Lujak, S Giordani, A Omicini, S Ossowski - Complexity, 2020 - Wiley Online Library
One of the major challenges in the coordination of large, open, collaborative, and
commercial vehicle fleets is dynamic task allocation. Self‐concerned individually rational …

Minimizing communications in decentralized greedy task allocation

KS Kim, HY Kim, HL Choi - Journal of Aerospace Information Systems, 2019 - arc.aiaa.org
TASK allocation that assigns a set of tasks to agents is one of the crucial decisions in the
cooperative operation of a team of multiple unmanned vehicles in complex missions such as …