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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Vydané v:	Data engineering s. 1478 - 1489
Hlavní autori:	Wang, Yansheng, Tong, Yongxin, Long, Cheng, Xu, Pan, Xu, Ke, Lv, Weifeng
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.04.2019
Predmet:	Adaptation models Bipartite graph bipartite graph matching online algorithm Reinforcement learning Resource management Sharing economy Stochastic processes Task analysis
ISSN:	2375-026X
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