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Titlebook: Reinforcement Learning in the Ridesharing Marketplace; Zhiwei (Tony) Qin,Xiaocheng Tang,Jieping Ye Book 2025 The Editor(s) (if applicable)

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,Challenges and Opportunities,Given the state of the current literature, we discuss a few challenges and opportunities that we feel crucial in advancing RL for ridesharing.
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Zhiwei (Tony) Qin,Xiaocheng Tang,Jieping YeExplains the benefits of taking a reinforcement learning approach to ridesharing optimization problems.Analyzes a number of specific works that cover the optimization of ridesharing platforms using re
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Routing,isions on a road network, typically with output of matching and repositioning algorithms as input. This is not to be confused with the ., which is a separate class of macro-level problems that we elaborate in Sect. 7.2.
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Reinforcement Learning in the Ridesharing Marketplace978-3-031-59640-7Series ISSN 2690-4306 Series E-ISSN 2690-4314
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