Deep Deterministic Policy Gradient for Urban Traffic Light Control

27 March 2017

Papers citing "Deep Deterministic Policy Gradient for Urban Traffic Light Control"

18 / 18 papers shown

Title
UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control Maonan Wang Xi Xiong Yuheng Kan Chengcheng Xu Man-On Pun 16 9 0 08 Dec 2023
Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction Cheng Ruei Tang J. Hsieh Shin-You Teng 18 0 0 16 Jun 2023
Truncating Trajectories in Monte Carlo Reinforcement Learning Riccardo Poiani Alberto Maria Metelli Marcello Restelli 26 2 0 07 May 2023
Large-Scale Traffic Signal Control by a Nash Deep Q-network Approach Yuli Zhang Shangbo Wang Ruiyuan Jiang 26 4 0 02 Jan 2023
Off-Policy Deep Reinforcement Learning Algorithms for Handling Various Robotic Manipulator Tasks Altun Rzayev Vahid Tavakol Aghaei OffRL 21 0 0 11 Dec 2022
A Review of Safe Reinforcement Learning: Methods, Theory and Applications Shangding Gu Longyu Yang Yali Du Guang Chen Florian Walter Jun Wang Alois C. Knoll OffRL AI4TS 117 241 0 20 May 2022
Capacity Analysis of Intersections When CAVs Crossing in a Collaborative and Lane-Free Order Mahdi Amouzadi M. O. Orisatoki A. Dizqah 27 4 0 07 Apr 2022
Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey A. Abdellatif N. Mhaisen Z. Chkirbene Amr M. Mohamed A. Erbad Mohsen Guizani OffRL AI4TS 20 21 0 05 Aug 2021
Hierarchical Robot Navigation in Novel Environments using Rough 2-D Maps Chengguang Xu Chris Amato Lawson L. S. Wong 22 6 0 07 Jun 2021
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Zhenning Li Hao Yu Guohui Zhang Shangjia Dong Cheng-Zhong Xu 21 109 0 20 Apr 2021
Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design Chongwen Huang Zhaohui Yang G. C. Alexandropoulos Kai Xiong Li Wei Chau Yuen Zhaoyang Zhang Merouane Debbah 32 326 0 22 Jan 2021
The Evolutionary Dynamics of Independent Learning Agents in Population Games Shuyue Hu Chin-wing Leung Ho-fung Leung Harold Soh AI4CE 13 3 0 29 Jun 2020
Large-Scale Traffic Signal Control Using a Novel Multi-Agent Reinforcement Learning Xiaoqiang Wang Liangjun Ke Zhimin Qiao Xinghua Chai 26 112 0 10 Aug 2019
Diagnosing Reinforcement Learning for Traffic Signal Control Guanjie Zheng Xinshi Zang Nan Xu Hua Wei Zhengyao Yu Vikash V. Gayah Kai Xu Z. Li 33 89 0 12 May 2019
CoLight: Learning Network-level Cooperation for Traffic Signal Control Hua Wei Nan Xu Huichu Zhang Guanjie Zheng Xinshi Zang Chacha Chen Weinan Zhang Yanmin Zhu Kai Xu Z. Li 32 353 0 11 May 2019
A Survey on Traffic Signal Control Methods Hua Wei Guanjie Zheng Vikash V. Gayah Z. Li 21 233 0 17 Apr 2019
Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks Xiaoyuan Liang Xunsheng Du Guiling Wang Zhu Han 32 410 0 29 Mar 2018
Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis Brenden K. Petersen Jiachen Yang Will Grathwohl Chase Cockrell Claudio Santiago G. An Daniel Faissol AI4CE 15 26 0 08 Feb 2018