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CityFlow: A Multi-Agent Reinforcement Learning Environment for Large
  Scale City Traffic Scenario

CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

13 May 2019
Huichu Zhang
Siyuan Feng
Chang-rui Liu
Yaoyao Ding
Yichen Zhu
Zihan Zhou
Weinan Zhang
Yong Yu
Haiming Jin
Z. Li
    AI4TSAI4CE
ArXiv (abs)PDFHTML

Papers citing "CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario"

13 / 113 papers shown
Title
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for
  Autonomous Driving
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving
Ming Zhou
Jun Luo
Julian Villela
Yaodong Yang
David Rusu
...
H. Ammar
Hongbo Zhang
Wulong Liu
Jianye Hao
Jun Wang
187
198
0
19 Oct 2020
AttendLight: Universal Attention-Based Reinforcement Learning Model for
  Traffic Signal Control
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control
Afshin Oroojlooy
M. Nazari
Davood Hajinezhad
Jorge Silva
65
87
0
12 Oct 2020
Bayesian Meta-reinforcement Learning for Traffic Signal Control
Bayesian Meta-reinforcement Learning for Traffic Signal Control
Yayi Zou
Zhiwei Qin
BDL
46
3
0
01 Oct 2020
A Traffic Light Dynamic Control Algorithm with Deep Reinforcement
  Learning Based on GNN Prediction
A Traffic Light Dynamic Control Algorithm with Deep Reinforcement Learning Based on GNN Prediction
Xiaorong Hu
Chenguang Zhao
Gang Wang
65
11
0
29 Sep 2020
PDLight: A Deep Reinforcement Learning Traffic Light Control Algorithm
  with Pressure and Dynamic Light Duration
PDLight: A Deep Reinforcement Learning Traffic Light Control Algorithm with Pressure and Dynamic Light Duration
Chenguang Zhao
Xiaorong Hu
Gang Wang
13
7
0
29 Sep 2020
GeneraLight: Improving Environment Generalization of Traffic Signal
  Control via Meta Reinforcement Learning
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning
Chang-rui Liu
Huichu Zhang
Weinan Zhang
Guanjie Zheng
Yong Yu
48
45
0
17 Sep 2020
Learning Scalable Multi-Agent Coordination by Spatial Differentiation
  for Traffic Signal Control
Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control
Junjia Liu
Huimin Zhang
Zhuang Fu
Yao Wang
35
2
0
27 Feb 2020
A Review of Cooperative Multi-Agent Deep Reinforcement Learning
A Review of Cooperative Multi-Agent Deep Reinforcement Learning
Afshin Oroojlooyjadid
Davood Hajinezhad
122
437
0
11 Aug 2019
CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale
  Ride-Hailing Platforms
CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms
Jiarui Jin
M. Zhou
Weinan Zhang
Minne Li
Zilong Guo
...
Xiaocheng Tang
Chenxi Wang
Jun Wang
Guobin Wu
Jieping Ye
54
103
0
27 May 2019
Learning Phase Competition for Traffic Signal Control
Learning Phase Competition for Traffic Signal Control
Guanjie Zheng
Yuanhao Xiong
Xinshi Zang
J. Feng
Hua Wei
Huichu Zhang
Yong Li
Kai Xu
Z. Li
86
230
0
12 May 2019
CoLight: Learning Network-level Cooperation for Traffic Signal Control
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
85
365
0
11 May 2019
Illumination-Adaptive Person Re-identification
Illumination-Adaptive Person Re-identification
Zelong Zeng
Zhixiang Wang
Zheng Wang
Yinqiang Zheng
Yung-Yu Chuang
Shiníchi Satoh
84
91
0
11 May 2019
A Survey on Traffic Signal Control Methods
A Survey on Traffic Signal Control Methods
Hua Wei
Guanjie Zheng
Vikash V. Gayah
Z. Li
68
238
0
17 Apr 2019
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