Multiple robots avoid humans to get the jobs done: An approach to human-aware task allocation

F Surma, TP Kucner, M Mansouri - 2021 European Conference …, 2021 - ieeexplore.ieee.org
Multi-robot Task Allocation (MRTA) is the problem of assigning tasks to robots subject to a
performance objective. Among existing approaches to MRTA, auction-based methods are …

Multi-robot coordination in dynamic environments shared with humans

Z Talebpour, A Martinoli - 2018 IEEE International Conference …, 2018 - ieeexplore.ieee.org
This work addresses multi-robot coordination in social human-populated environments
using a market-based framework for solving the Multi-Robot Task Allocation (MRTA) …

Collision-aware task assignment for multi-robot systems

F Wu, VS Varadharajan… - … Symposium on Multi …, 2019 - ieeexplore.ieee.org
We propose a novel formulation of the collision-aware task assignment (CATA) problem and
a decentralized auction-based algorithm to solve the problem with optimality bound. Using a …

A Murdoch-based ROS package for multi-robot task allocation

CF Guidotti, AT Baião, GS Bastos… - 2018 Latin American …, 2018 - ieeexplore.ieee.org
Due to the rapid development of robotics application in a wide range of industries and the
rapid growing complexity of tasks coordination, researches in Multi-Robot Task Allocation …

[图书][B] Multi-robot task allocation: a spatial queuing approach

WH Lenagh - 2013 - search.proquest.com
Abstract Multi-Robot Task Allocation (MRTA) is an important area of research in autonomous
multi-robot systems. The main problem in MRTA is to match a set of robots to a set of tasks …

A spatial queuing-based algorithm for multi-robot task allocation

W Lenagh, P Dasgupta, A Munoz-Melendez - Robotics, 2015 - mdpi.com
Multi-robot task allocation (MRTA) is an important area of research in autonomous multi-
robot systems. The main problem in MRTA is to allocate a set of tasks to a set of robots so …

A mixed-integer linear programming formulation for human multi-robot task allocation

M Lippi, A Marino - 2021 30th IEEE International Conference on …, 2021 - ieeexplore.ieee.org
In this work, we address a task allocation problem for human multi-robot settings. Given a set
of tasks to perform, we formulate a general Mixed-Integer Linear Programming (MILP) …

Robots in the huddle: Upfront computation to reduce global communication at run time in multirobot task allocation

C Nam, DA Shell - IEEE Transactions on Robotics, 2019 - ieeexplore.ieee.org
In this article, we study multirobot task allocation problems where task costs vary. The
variation may be, for example, due to the revelation of new information or other dynamic …

Rtaw: An attention inspired reinforcement learning method for multi-robot task allocation in warehouse environments

A Agrawal, AS Bedi, D Manocha - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
We present a novel reinforcement learning based algorithm for multi-robot task allocation
problem in ware-house environments. We formulate it as a Markov Decision Process and …

Risk-based human-aware multi-robot coordination in dynamic environments shared with humans

Z Talebpour, A Martinoli - 2018 IEEE/RSJ International …, 2018 - ieeexplore.ieee.org
In this paper, we propose a risk-based coordination method for the Multi-Robot Task
Allocation (MRTA) problem in human-populated environments. We introduce risk-based …