Optimization techniques for Multi-Robot Task Allocation problems: Review on the state-of-the-art
In the last years, Multi-Robot Systems (MRS) have experienced considerable recognition
due to various possible real-world applications. Multi-Robot Task Allocation (MRTA) is …
due to various possible real-world applications. Multi-Robot Task Allocation (MRTA) is …
A Systematic Literature Review on Multi-Robot Task Allocation
Muti-Robot system is gaining attention and is one of the critical areas of research when it
comes to robotics. Coordination among multiple robots and how different tasks are allocated …
comes to robotics. Coordination among multiple robots and how different tasks are allocated …
Distributed algorithms for multirobot task assignment with task deadline constraints
We present distributed algorithms for multirobot task assignment where the tasks have to be
completed within given deadlines. Each robot has a limited battery life and thus there is an …
completed within given deadlines. Each robot has a limited battery life and thus there is an …
A convex optimization approach to multi-robot task allocation and path planning
In real-world applications, multiple robots need to be dynamically deployed to their
appropriate locations as teams while the distance cost between robots and goals is …
appropriate locations as teams while the distance cost between robots and goals is …
Provably-good distributed algorithm for constrained multi-robot task assignment for grouped tasks
In this paper, we present provably-good distributed task assignment algorithms for a
heterogeneous multi-robot system, in which the tasks form disjoint groups and there are …
heterogeneous multi-robot system, in which the tasks form disjoint groups and there are …
An optimal task allocation strategy for heterogeneous multi-robot systems
For a team of heterogeneous robots executing multiple tasks, we propose a novel algorithm
to optimally allocate tasks to robots while accounting for their different capabilities. Motivated …
to optimally allocate tasks to robots while accounting for their different capabilities. Motivated …
Distributed greedy algorithm for multi-agent task assignment problem with submodular utility functions
We consider a multi-agent task assignment problem where a group of agents need to select
tasks from their admissible task sets. The utility of an assignment profile is measured by the …
tasks from their admissible task sets. The utility of an assignment profile is measured by the …
Energy harvesting and task-aware multi-robot task allocation in robotic wireless sensor networks
OM Gul - Sensors, 2023 - mdpi.com
In this work, we investigate an energy-aware multi-robot task-allocation (MRTA) problem in a
cluster of the robot network that consists of a base station and several clusters of energy …
cluster of the robot network that consists of a base station and several clusters of energy …
Multi-agent task allocation using cross-entropy temporal logic optimization
In this paper, we propose a graph-based search method to optimally allocate tasks to a team
of robots given a global task specification. In particular, we define these agents as discrete …
of robots given a global task specification. In particular, we define these agents as discrete …
Energy-efficient optimal task offloading in cloud networked multi-robot systems
Task offloading plays a critical role in cloud networked multi-robot systems for leveraging
computation support from cloud infrastructure and benefiting greatly from the well-developed …
computation support from cloud infrastructure and benefiting greatly from the well-developed …