Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems

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Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems

4 February 2023

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Papers citing "Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems"

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Title
Joint Pedestrian and Vehicle Traffic Optimization in Urban Environments using Reinforcement Learning Bibek Poudel Xuan Wang Weizi Li Lei Zhu Kevin Heaslip 129 0 0 07 Apr 2025
Camera Perspective Transformation to Bird's Eye View via Spatial Transformer Model for Road Intersection Monitoring Rukesh Prajapati Amr S. El-Wakeel 93 0 0 10 Aug 2024
Edge AI: A Taxonomy, Systematic Review and Future Directions S. Gill Muhammed Golec Jianmin Hu Minxian Xu Junhui Du ... Kejiang Ye Prabal Verma Surendra Kumar Félix Cuadrado Steve Uhlig 78 30 0 04 Jul 2024
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey Ammar Haydari Y. Yilmaz AI4TS 94 466 0 02 May 2020
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control François-Xavier Devailly Denis Larocque Laurent Charlin AI4CE 45 68 0 06 Mar 2020
Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms Kai Zhang Zhuoran Yang Tamer Basar 213 1,224 0 24 Nov 2019
Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks M. Zhu Xiao-Yang Liu Xiaodong Wang 67 16 0 12 Jun 2019
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control Tianshu Chu Jie Wang Lara Codecà Zhaojian Li 47 672 0 11 Mar 2019
Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks Xiaoyuan Liang Xunsheng Du Guiling Wang Zhu Han 65 413 0 29 Mar 2018
Intelligent Traffic Light Control Using Distributed Multi-agent Q Learning Yating Liu Lei Liu Wei-Peng Chen 45 78 0 29 Nov 2017
Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning Seyed Sajad Mousavi Michael Schukat Enda Howley 64 307 0 28 Apr 2017
SGD Learns the Conjugate Kernel Class of the Network Amit Daniely 186 182 0 27 Feb 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 325 13,286 0 09 Sep 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 129 12,265 0 19 Dec 2013