Dec-PPCPP: A decentralized predator–prey-based approach to adaptive coverage path planning amid moving obstacles

M Hassan, D Mustafic, D Liu - 2020 IEEE/RSJ International …, 2020 - ieeexplore.ieee.org
Enabling multiple robots to collaboratively per-form coverage path planning on complex
surfaces embedded in R^3 in the presence of moving obstacles is a challenging problem …

Collaborative coverage for a network of vacuum cleaner robots

J Hu, B Lennox, F Arvin - Annual Conference Towards Autonomous …, 2021 - Springer
Coordination of mobile robot teams has attracted significant attention in the area of robotics
research. As one of the most important techniques used in the multi-robot systems, coverage …

Learning to coordinate for a worker-station multi-robot system in planar coverage tasks

J Tang, Y Gao, TL Lam - IEEE Robotics and Automation Letters, 2022 - ieeexplore.ieee.org
For massive large-scale tasks, a multi-robot system (MRS) can effectively improve efficiency
by utilizing each robot's different capabilities, mobility, and functionality. In this letter, we …

Autonomous and Adaptive Role Selection for Multi-robot Collaborative Area Search Based on Deep Reinforcement Learning

L Zhu, J Cheng, H Zhang, Z Cui, W Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
In the tasks of multi-robot collaborative area search, we propose the unified approach for
simultaneous mapping for sensing more targets (exploration) while searching and locating …

Reinforcement learning-based coverage path planning with implicit cellular decomposition

J Heydari, O Saha, V Ganapathy - arXiv preprint arXiv:2110.09018, 2021 - arxiv.org
Coverage path planning in a generic known environment is shown to be NP-hard. When the
environment is unknown, it becomes more challenging as the robot is required to rely on its …

Multi-Robot Coverage Path Planning based on Deep Reinforcement Learning

X Zhou, X Liu, X Wang, S Wu… - 2021 IEEE 24th …, 2021 - ieeexplore.ieee.org
The multi-robot coverage path planning (CPP) is the design of optimal motion sequence of
robots, which can make robots execute the task covering all positions of the work area …

[HTML][HTML] Concerts: Coverage competency-based target search for heterogeneous robot teams

M Kim, R Gupta, L Sentis - Applied Sciences, 2022 - mdpi.com
Featured Application CONCERTS is aimed at Search and Rescue and related applications
in urban and indoor environments where mission completion time is critical. Abstract This …

Graph-based Simultaneous Coverage and Exploration Planning for Fast Multi-robot Search

I Patil, R Zheng, C Gupta, J Song, N Sriram… - arXiv preprint arXiv …, 2023 - arxiv.org
In large unknown environments, search operations can be much more time-efficient with the
use of multi-robot fleets by parallelizing efforts. This means robots must efficiently perform …

Online area covering robot in unknown dynamic environments

O Saha, G Ren, J Heydari… - 2021 7th International …, 2021 - ieeexplore.ieee.org
Autonomous area covering robots are being increasingly deployed in residential and
commercial settings for a variety of purposes. These robots usually employ universal area …

Team assignment for heterogeneous multi-robot sensor coverage through graph representation learning

B Reily, H Zhang - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
Sensor coverage is the critical multi-robot problem of maximizing the detection of events in
an environment through the deployment of multiple robots. Large multi-robot systems are …