Reinforcement learning ramp metering without complete information

DOI10.1155/2012/208456zbMath1235.93269OpenAlexW1976365331WikidataQ58907923 ScholiaQ58907923MaRDI QIDQ763169

Gui-Feng Gao, Xing-Ju Wang, Xiao-Ming Xi

Publication date: 9 March 2012

Published in: Journal of Control Science and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2012/208456

zbMATH Keywords

traffic flow simulationoptimal choice modelreinforcement learning ramp metering (RLRM)reinforcement learning theoriesstability of RLRM

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Control/observation systems with incomplete information (93C41) Stochastic learning and adaptive control (93E35)

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Cites Work

• Synchronized flow as a new traffic phase and related problems for traffic flow modelling
• Micro- and macro-simulation of freeway traffic
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