Decentralized multi-robot cooperation with auctioned POMDPs

J Capitan, MTJ Spaan, L Merino… - … International Journal of …, 2013 - journals.sagepub.com
Planning under uncertainty faces a scalability problem when considering multi-robot teams,
as the information space scales exponentially with the number of robots. To address this …

Simultaneous task allocation and planning under uncertainty

F Faruq, D Parker, B Laccrda… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
We propose novel techniques for task allocation and planning in multi-robot systems
operating in uncertain environments. Task allocation is performed simultaneously with …

Multirobot coordination with deep reinforcement learning in complex environments

D Wang, H Deng - Expert Systems with Applications, 2021 - Elsevier
In the multiple autonomous robot system, it is very important to complete path planning
coordinately and effectively in the processes of interference avoidance, resource allocation …

POMCP-based decentralized spatial task allocation algorithms for partially observable environments

S Amini, M Palhang, N Mozayani - Applied Intelligence, 2023 - Springer
Spatial task allocation has many applications in realistic multi-robot systems and has been
studied for several years by many researchers. However, most of the researches conducted …

Active cooperative perception in network robot systems using POMDPs

MTJ Spaan, TS Veiga, PU Lima - 2010 IEEE/RSJ International …, 2010 - ieeexplore.ieee.org
Network robot systems (NRS) provide many scientific and technological challenges, given
that robots interact with each other as well as with sensors present in the environment to …

[HTML][HTML] Decentralized sensor fusion for ubiquitous networking robotics in urban areas

A Sanfeliu, J Andrade-Cetto, M Barbosa, R Bowden… - Sensors, 2010 - mdpi.com
In this article we explain the architecture for the environment and sensors that has been built
for the European project URUS (Ubiquitous Networking Robotics in Urban Sites), a project …

A Framework for Simultaneous Task Allocation and Planning under Uncertainty

F Faruq, B Lacerda, N Hawes, D Parker - ACM Transactions on …, 2024 - dl.acm.org
We present novel techniques for simultaneous task allocation and planning in multi-robot
systems operating under uncertainty. By performing task allocation and planning …

[PDF][PDF] Data-driven metareasoning for collaborative autonomous systems

J Herrmann - 2020 - core.ac.uk
When coordinating their actions to accomplish a mission, the agents in a multi-agent system
may use a collaboration algorithm to determine which agent performs which task. This paper …

Unifying system health management and automated decision making

E Balaban, SB Johnson, MJ Kochenderfer - Journal of Artificial Intelligence …, 2019 - jair.org
Health management of complex dynamic systems has evolved from simple automated
alarms into a subfield of artificial intelligence with techniques for analyzing off-nominal …

A meta-mdp approach for information gathering heterogeneous multi-agent systems

A Gandois, AI Mouaddib, S Le Gloannec… - … Conference on Robotics …, 2024 - Springer
In this paper, we address the problem of heterogeneous multi-robot cooperation for
information gathering and situation evaluation in a stochastic and partially observable …