Adaptive dynamic bipartite graph matching : a reinforcement learning approach

• المؤلفون الرئيسيون: Wang, Yansheng, Tong, Yongxin, Long, Cheng, Xu, Pan, Xu, Ke, Lv, Weifeng
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering::Information systems::Database management; Online Bipartite Matching; Bipartite Graph
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/148147
• المؤسسة: Nanyang Technological University

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...