Reinforcement Learning in the Ridesharing Marketplace

Name: Reinforcement Learning in the Ridesharing Marketplace
Brand: Springer
Availability: OutOfStock
Rating: 5 (1 reviews)

By Qin, Zhiwei (Tony)

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Description

This book provides a comprehensive overview of reinforcement learning for ridesharing applications. The authors first lay out the fundamentals of the ridesharing system architectures and review the basics of reinforcement learning, including the major applicable algorithms. The book describes the research problems associated with the various aspects of a ridesharing system and discusses the existing reinforcement learning approaches for solving them. The authors survey the existing research on each problem, and then examine specific case studies. The book also includes a review of two of methods closely related to reinforcement learning: approximate dynamic programming and model-predictive control.

Product details

Binding:: Paperback
Number of Pages:: 144
Release Date:: 2025-08-04
Publication Date:: 2025-08-04
Publisher:: Springer
Languages:: Original: English
ISBN10:: 3031596420
ISBN13:: 9783031596421
GPSR Manufacturer Reference:: [email protected]
Weight:: 255 g
Height:: 168 cm
Width:: 240 cm
Thickness:: 9 cm

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