Cooperative Deep Q-Learning With Q-Value Transfer for Multi-Intersection Signal Control

The problem of adaptive traffic signal control in the multi-intersection system has attracted the attention of researchers. Among the existing methods, reinforcement learning has shown to be effective. However, the complex intersection features, heterogeneous intersection structures, and dynamic coo...

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Bibliographic Details
Main Authors: Hongwei Ge, Yumei Song, Chunguo Wu, Jiankang Ren, Guozhen Tan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8674720/