Handbook of Geospatial Artificial Intelligence

12Spatiotemporal AI for Transportation

Tao Cheng

SpaceTimeLab, Department of Civil, Environmental and Geomatic Engineering, University College London

James Haworth

SpaceTimeLab, Department of Civil, Environmental and Geomatic Engineering, University College London

Mustafa Can Ozkan

SpaceTimeLab, Department of Civil, Environmental and Geomatic Engineering, University College London

DOI: 10.1201/9781003308423-12

CONTENTS

• 12.1 Introduction: Background on Spatiotemporal AI and Transportation

• 12.2 Data-driven Prediction of Traffic Variables

• 12.3 Optimization of Traffic Networks Using Reinforcement Learning

• 12.4 Computer Vision for Sensing Complex Urban Environments

• 12.5 Spatiotemporal AI in Transportation: Challenges and Opportunities

  1. Bibliography ...