Cooperative Multi-Robot Task Allocation with Reinforcement Learning

This paper deals with the concept of multi-robot task allocation, referring to the assignment of multiple robots to tasks such that an objective function is maximized. The performance of existing meta-heuristic methods worsens as the number of robots or tasks increases. To tackle this problem, a nov...

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Bibliographic Details
Main Authors: Bumjin Park, Cheongwoong Kang, Jaesik Choi
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/1/272