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Demonstration-guided Deep Reinforcement Learning for Coordinated Ramp
  Metering and Perimeter Control in Large Scale Networks

Demonstration-guided Deep Reinforcement Learning for Coordinated Ramp Metering and Perimeter Control in Large Scale Networks

4 March 2023
Zijian Hu
Wei-Ying Ma
ArXivPDFHTML

Papers citing "Demonstration-guided Deep Reinforcement Learning for Coordinated Ramp Metering and Perimeter Control in Large Scale Networks"

4 / 4 papers shown
Title
Data efficient reinforcement learning and adaptive optimal perimeter
  control of network traffic dynamics
Data efficient reinforcement learning and adaptive optimal perimeter control of network traffic dynamics
C. Chen
Y.P. Huang
W. Lam
T. Pan
S. Hsu
A. Sumalee
R. Zhong
AI4CE
29
37
0
13 Sep 2022
Improved Deep Reinforcement Learning with Expert Demonstrations for
  Urban Autonomous Driving
Improved Deep Reinforcement Learning with Expert Demonstrations for Urban Autonomous Driving
Haochen Liu
Zhiyu Huang
Jingda Wu
Chen Lv
37
70
0
18 Feb 2021
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-Jie Luo
Julian Villela
Yaodong Yang
David Rusu
...
H. Ammar
Hongbo Zhang
Wulong Liu
Jianye Hao
Jun Wang
136
193
0
19 Oct 2020
BARK: Open Behavior Benchmarking in Multi-Agent Environments
BARK: Open Behavior Benchmarking in Multi-Agent Environments
Julian Bernhard
Klemens Esterle
Patrick Hart
Tobias Kessler
90
41
0
05 Mar 2020
1