Applying Markov decision process to understand driving decisions using basic safety messages data

Kamrani, M, Srinivasan, AR orcid.org/0000-0001-9280-7837, Chakraborty, S et al. (1 more author) (2020) Applying Markov decision process to understand driving decisions using basic safety messages data. Transportation Research Part C: Emerging Technologies, 115. 102642. ISSN 0968-090X

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Copyright, Publisher and Additional Information: © 2020 Elsevier Ltd. All rights reserved. This is an author produced version of an article published in Transportation Research Part C: Emerging Technologies. Uploaded in accordance with the publisher's self-archiving policy.
Keywords: Driving behavior; Markov decision processes; Basic safety messages; Multinomial logit model; Instrumented vehicle data; Automation; Connected vehicle data
Dates:
  • Published: June 2020
  • Accepted: 8 April 2020
  • Published (online): 22 April 2020
Institution: The University of Leeds
Academic Units: The University of Leeds > Faculty of Environment (Leeds) > Institute for Transport Studies (Leeds) > ITS: Safety and Technology (Leeds)
Depositing User: Symplectic Publications
Date Deposited: 23 Jun 2020 10:47
Last Modified: 23 Jun 2020 10:47
Status: Published
Publisher: Elsevier
Identification Number: https://doi.org/10.1016/j.trc.2020.102642

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