Optimize taxi driving strategies based on reinforcement learning
Author:
Affiliation:
1. Institute of Remote Sensing and Geographic Information System, Peking University, Beijing, China
2. Spatial Sciences Institute, University of Southern California, Los Angeles, CA, USA
Funder
National Natural Science Foundation of China
Publisher
Informa UK Limited
Subject
Library and Information Sciences,Geography, Planning and Development,Information Systems
Link
https://www.tandfonline.com/doi/pdf/10.1080/13658816.2018.1458984
Reference39 articles.
1. DYNAMIC PROGRAMMING AND LAGRANGE MULTIPLIERS
2. GIS and Intelligent Agents for Multiobjective Natural Resource Allocation: A Reinforcement Learning Approach
3. A multi-period dial-a-ride problem with driver consistency
4. From taxi GPS traces to social and community dynamics
5. Urban Traffic Modelling and Prediction Using Large Scale Taxi GPS Traces
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