Bitar, I. orcid.org/0000-0002-5130-0148, Crusat, A. and Watling, D. (2024) Modelling Implicit and Explicit Communication Between Road Users from a Non-Cooperative Game-Theoretic Perspective: An Exploratory Study. In: Vinel, A., Berns, K., Ploeg, J. and Gusikhin, O., (eds.) Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems. 10th International Conference on Vehicle Technology and Intelligent Transport Systems, 02-04 May 2024, Angers, France. SCITEPRESS - Science and Technology Publications , pp. 456-464. ISBN 978-989-758-703-0
Abstract
Road user interaction is a fertile avenue for communication between road users, be it implicit communication or explicit signals sent with the intent to convey information. To date, most literature on characterising and modelling communication between road users has focussed on cooperative paradigms and concepts of shared goals enforced globally on communicating agents. In this paper, we argue that non-cooperative game theory can be used to characterise and model effective and mutually beneficial communication between road users. We demonstrate that non-cooperative game theory can produce meaningful improvements in payoffs and interaction safety for both the sender and recipient of communication as an emergent phenomenon.
Metadata
Item Type: | Proceedings Paper |
---|---|
Authors/Creators: |
|
Editors: |
|
Copyright, Publisher and Additional Information: | © 2024 by SCITEPRESS – Science and Technology Publications, Lda. Paper published under CC license (CC BY-NC-ND 4.0) |
Keywords: | Game Theory, Communication, Cheap Talk, Non-Cooperative Games, Bayesian Games, Emergent Cooperation |
Dates: |
|
Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Environment (Leeds) > Institute for Transport Studies (Leeds) |
Depositing User: | Symplectic Publications |
Date Deposited: | 13 May 2024 10:01 |
Last Modified: | 13 May 2024 10:01 |
Status: | Published |
Publisher: | SCITEPRESS - Science and Technology Publications |
Identification Number: | 10.5220/0012729000003702 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:212418 |