Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning

30 January 2017

Papers citing "Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning"

31 / 31 papers shown

Title
Wireless Powered Metaverse: Joint Task Scheduling and Trajectory Design for Multi-Devices and Multi-UAVs Xiaojie Wang Jiameng Li Zhaolong Ning Qingyang Song Lei Guo Abbas Jamalipour 18 18 0 28 Nov 2023
Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy Jung-Hoon Cho Sirui Li Jeongyun Kim Cathy Wu 19 3 0 27 Nov 2023
Reinforcement Learning with Model Predictive Control for Highway Ramp Metering Filippo Airaldi B. de Schutter Azita Dabiri 46 4 0 15 Nov 2023
Towards Integrated Traffic Control with Operating Decentralized Autonomous Organization Shengyue Yao Jingru Yu Yi Yu Jia Xu Xingyuan Dai Honghai Li Fei Wang Yilun Lin 25 4 0 25 Jul 2023
Demonstration-guided Deep Reinforcement Learning for Coordinated Ramp Metering and Perimeter Control in Large Scale Networks Zijian Hu Wei-Ying Ma 27 5 0 04 Mar 2023
Analyzing Robustness of the Deep Reinforcement Learning Algorithm in Ramp Metering Applications Considering False Data Injection Attack and Defense Diyi Liu Lanmin Liu Lee D. Han AAML 11 0 0 28 Jan 2023
Coordination for Connected and Automated Vehicles at Non-signalized Intersections: A Value Decomposition-based Multiagent Deep Reinforcement Learning Approach Zihan Guo Yan Wu Lifang Wang Junzhi Zhang 34 14 0 15 Nov 2022
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications Can Li Lei Bai L. Yao S. Waller Wei Liu 35 14 0 26 Oct 2022
Unified Automatic Control of Vehicular Systems with Reinforcement Learning Zhongxia Yan Abdul Rahman Kreidieh Eugene Vinitsky Alexandre M. Bayen Cathy Wu AI4CE 17 41 0 30 Jul 2022
SHAIL: Safety-Aware Hierarchical Adversarial Imitation Learning for Autonomous Driving in Urban Environments Arec L. Jamgochian E. Buehrle Johannes Fischer Mykel J. Kochenderfer 24 12 0 05 Apr 2022
Robust Dynamic Bus Control: A Distributional Multi-agent Reinforcement Learning Approach Changyin Sun Lijun Sun 19 6 0 02 Nov 2021
Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge Ashish Rana A. Malhi 20 9 0 16 Mar 2021
A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data Bing Liu Yu Tang Yuxiong Ji Yu-cui Shen Yuchuan Du 6 10 0 09 Dec 2020
Emergent Road Rules In Multi-Agent Driving Environments Avik Pal Jonah Philion Yuan-Hong Liao Sanja Fidler 31 11 0 21 Nov 2020
Deep Reinforcement Learning and Transportation Research: A Comprehensive Review Nahid Parvez Farazi T. Ahamed Limon Barua Bo Zou AI4TS 27 18 0 13 Oct 2020
A Novel Ramp Metering Approach Based on Machine Learning and Historical Data Anahita Sanandaji Saeed Ghanbartehrani Z. Mokhtari Kimia Tajik 14 6 0 26 May 2020
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey Ammar Haydari Y. Yilmaz AI4TS 25 453 0 02 May 2020
Vision-Based Lane-Changing Behavior Detection Using Deep Residual Neural Network Zhensong Wei Chao Wang Peng Hao Matthew Barth 20 24 0 08 Nov 2019
Deep Reinforcement Learning Algorithm for Dynamic Pricing of Express Lanes with Multiple Access Locations Venktesh Pandey Evana Wang S. Boyles 19 39 0 10 Sep 2019
Learning How to Dynamically Route Autonomous Vehicles on Shared Roads Daniel A. Lazar Erdem Biyik Dorsa Sadigh Ramtin Pedarsani 21 45 0 09 Sep 2019
Spatial Positioning Token (SPToken) for Smart Mobility R. Overko Rodrigo H. Ordóñez-Hurtado Sergiy Zhuk P. Ferraro Andrew Cullen Robert Shorten 12 15 0 16 May 2019
ES-CTC: A Deep Neuroevolution Model for Cooperative Intelligent Freeway Traffic Control Yuankai Wu Huachun Tan Zhuxi Jiang B. Ran 15 9 0 10 May 2019
Simulation to Scaled City: Zero-Shot Policy Transfer for Traffic Control via Autonomous Vehicles Kathy Jang Eugene Vinitsky Behdad Chalaki Ben Remer Logan E. Beaver Andreas A. Malikopoulos Alexandre M. Bayen 23 89 0 14 Dec 2018
Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning Yuankai Wu Huachun Tan B. Ran AI4CE 29 17 0 25 Oct 2018
Multistep Speed Prediction on Traffic Networks: A Graph Convolutional Sequence-to-Sequence Learning Approach with Attention Mechanism Zhengchao Zhang Meng Li Xi Lin Yinhai Wang Fang He GNN AI4TS 18 21 0 24 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 28 144 0 15 Oct 2018
Variance Reduction for Reinforcement Learning in Input-Driven Environments Hongzi Mao S. Venkatakrishnan Malte Schwarzkopf Mohammad Alizadeh OffRL 41 95 0 06 Jul 2018
Using Reinforcement Learning with Partial Vehicle Detection for Intelligent Traffic Signal Control Rusheng Zhang A. Ishikawa Wenli Wang Benjamin Striner Ozan Tonguz 32 101 0 04 Jul 2018
Deep Reinforcement Learning for Dynamic Urban Transportation Problems Laura Schultz Vadim Sokolov AI4CE 21 12 0 14 Jun 2018
Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control Yangchen Pan Amir-massoud Farahmand Martha White S. Nabi P. Grover D. Nikovski 51 18 0 13 Jun 2018
Flow: A Modular Learning Framework for Mixed Autonomy Traffic Cathy Wu Abdul Rahman Kreidieh Kanaad Parvate Eugene Vinitsky Alexandre M. Bayen 8 153 0 16 Oct 2017