Adaptive Dynamic Bipartite Graph Matching: A Reinforcement Learning Approach

Online bipartite graph matching is attracting growing research attention due to the development of dynamic task assignment in sharing economy applications, where tasks need be assigned dynamically to workers. Past studies lack practicability in terms of both problem formulation and solution framewor...

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Bibliographic Details

Published in:	Data engineering pp. 1478 - 1489
Main Authors:	Wang, Yansheng, Tong, Yongxin, Long, Cheng, Xu, Pan, Xu, Ke, Lv, Weifeng
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.04.2019
Subjects:	Adaptation models Bipartite graph bipartite graph matching online algorithm Reinforcement learning Resource management Sharing economy Stochastic processes Task analysis
ISSN:	2375-026X
Online Access:	Get full text
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