Reinforcement Learning With Model Predictive Control for Highway Ramp Metering

Filippo Airaldi; Bart De Schutter; Azita Dabiri

doi:10.1109/tits.2025.3549227

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JOURNAL ARTICLE

Reinforcement Learning With Model Predictive Control for Highway Ramp Metering

Filippo Airaldi Bart De Schutter Azita Dabiri

Year: 2025 Journal: IEEE Transactions on Intelligent Transportation Systems Vol: 26 (5)Pages: 5988-6004 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tits.2025.3549227

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Keywords:

Metering mode Reinforcement learning Model predictive control Computer science Reinforcement Control (management) Engineering Artificial intelligence Control engineering

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Topics

Smart Parking Systems Research

Physical Sciences → Engineering → Building and Construction

Traffic control and management

Physical Sciences → Engineering → Control and Systems Engineering

Autonomous Vehicle Technology and Safety

Physical Sciences → Engineering → Automotive Engineering

Reinforcement Learning With Model Predictive Control for Highway Ramp Metering

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