Adaptive network traffic control with an integrated model-based and data-driven approach and a decentralised solution method

Author:

Su Z.C.,Chow Andy H.F.,Zhong R.X.

Funder

City University of Hong Kong

University Grants Committee Research Grants Council

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Computer Science Applications,Transportation,Automotive Engineering,Civil and Structural Engineering

Reference55 articles.

1. Adaptive traffic signal control with actor-critic methods in a real-world traffic network with different traffic disruption events;Aslani;Transp. Res. Part C,2017

2. A simulation-based traffic signal control for congested urban traffic networks;Baldi;Transport. Sci.,2019

3. Reinforcement Learning and Optimal Control;Bertsekas,2019

4. Rollout, Policy Iteration, and Distributed Reinforcement Learning;Bertsekas,2020

5. Distributed optimization and statistical learning via the alternative direction method of multipliers;Boyd;Found. Trends Mach. Learn.,2010

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