iTLM-Q: A Constraint-Based Q-Learning Approach for Intelligent Traffic Light Management
Roth, Christian
, Stöger, Lukas, Nitschke, Mirja , Hörmann, Matthias and Kesdogan, Dogan
(2021)
iTLM-Q: A Constraint-Based Q-Learning Approach for Intelligent Traffic Light Management.
In: Hammoudi, Slimane and Quix, Christoph and Bernardino, Jorge, (eds.)
Data Management Technologies and Applications.
Communications in Computer and Information Science, 1446.
Springer, Cham, pp. 56-79.
ISBN 978-3-030-83014-4.
Date of publication of this fulltext: 07 Sep 2021 04:50
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| Item type | Book section | ||||
| ISBN | 978-3-030-83014-4 | ||||
| Title of Book: | Data Management Technologies and Applications | ||||
|---|---|---|---|---|---|
| Publisher: | Springer | ||||
| Place of Publication: | Cham | ||||
| Other Series: | Communications in Computer and Information Science | ||||
| Volume: | 1446 | ||||
| Page Range: | pp. 56-79 | ||||
| Date | 23 July 2021 | ||||
| Institutions | Business, Economics and Information Systems > Institut für Wirtschaftsinformatik > Lehrstuhl für Wirtschaftsinformatik IV (Prof. Dr. Doğan Kesdoğan) Informatics and Data Science > Department Information Systems > Lehrstuhl für Wirtschaftsinformatik IV (Prof. Dr. Doğan Kesdoğan) | ||||
| Identification Number |
| ||||
| Keywords | Traffic light, V2X, Privacy, Reinforcement learning, Q-learning | ||||
| Dewey Decimal Classification | 000 Computer science, information & general works > 004 Computer science | ||||
| Status | Published | ||||
| Refereed | Yes, this version has been refereed | ||||
| Created at the University of Regensburg | Yes | ||||
| Item ID | 49239 |
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