Ramp Metering Control Based on the Q-Learning Algorithm

1. Ghods, A. H., A. R. Kian, M. Tabibi. A Genetic-Fuzzy Control Application to Ramp Metering and Variable Speed Limit Control. - IEEE International Conference on Systems, Man and Cybernetics, ISIC’2007, 10 October 2007, Montreal, Quebec, Canada, pp. 1723-1728.Search in Google Scholar

2. Hegyi, A., B. De Schutter, H. Hellendoorn. Model Predictive Control for Optimal Coordination of Ramp Metering and Variable Speed Limits. - Transportation Research, Part C, Vol. 13, 2005, No 3, pp. 185-209.10.1016/j.trc.2004.08.001Search in Google Scholar

3. Papageorgiou, M., C. Diakaki, V. Dinopoulou, A. Kotsialos, Y. Wang.Review of Road Traffic Control Strategies. - Proceedings of IEEE, Vol. 91, December 2003, No 12, pp. 2043-2067.10.1109/JPROC.2003.819610Search in Google Scholar

4. Papageorgiou, M., H. Hadj-Salem, J. M. Blosseville. ALINEA: A Local Feedback Control Law for Onramp Metering. - Transportation Research Record, Vol. 1320, 1991, pp. 58-64.Search in Google Scholar

5. Papageorgiou, M., A. Kotsialos. Freeway Ramp Metering: An Overview. - In: Proc. of IEEE 5th Intelligent Transportation Systems Conference, Oakland, USA, 2002, pp. 271-281.Search in Google Scholar

6. Papamichail, I., A. Kotsialos, I. Margonis, M. Papageorgiou. Coordinated Ramp Metering for Freeway Networks - A Model-Predictive Hierarchical Control Approach. - Transportation Research, Part C, Vol. 18, 2010, No 3, pp. 311-331.10.1016/j.trc.2008.11.002Search in Google Scholar

7. Sutton, R. S., A. G. Barto. Reinforcement Learning - An Introduction. Cambridge, Massachusetts, MIT Press, 1998.10.1109/TNN.1998.712192Search in Google Scholar

8. Treiber, M. A. Kesting. Traffic Flow Dynamics. Berlin, Springer-Verlag, 2013.10.1007/978-3-642-32460-4Search in Google Scholar

9. Watkins, H. Learning from Delayed Rewards. PhD Thesis, University of Cambridge, 1989.Search in Google Scholar

10. Gregurić, M., E. Ivanjko, S. Mandžuka. New Concepts for Urban Highways Control. - In: REAL CORP’2014. - Clever Plans for Smart Cities, Vienna, Austria, 19-20 May 2014, pp. 423-431.Search in Google Scholar

11. Koltovska, D., K. Bombol. Intelligent Agent Based Traffic Signal Control on Isolated Intersections. - TEM Journal, Vol. 3, 2014, No 3, pp. 216-222.Search in Google Scholar