Deep Reinforcement Learning and Transportation Research: A Comprehensive
Review

Deep Reinforcement Learning and Transportation Research: A Comprehensive Review

13 October 2020

Nahid Parvez Farazi

Papers citing "Deep Reinforcement Learning and Transportation Research: A Comprehensive Review"

10 / 10 papers shown

Title
A Survey of Machine Learning-Based Ride-Hailing Planning Dacheng Wen Yupeng Li F. Lau 24 4 0 26 Mar 2023
Tuning Path Tracking Controllers for Autonomous Cars Using Reinforcement Learning Ana Carrasco J. Sequeira 13 2 0 09 Jan 2023
A Multi-Agent Deep Reinforcement Learning Coordination Framework for Connected and Automated Vehicles at Merging Roadways S. Nakka Behdad Chalaki Andreas A. Malikopoulos 24 23 0 23 Sep 2021
Deep Reinforcement Learning for the Control of Robotic Manipulation: A Focussed Mini-Review Rongrong Liu F. Nageotte P. Zanne M. de Mathelin Birgitta Dresp 42 143 0 08 Feb 2021
Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments Mohammad Etemad Nader Zare Mahtab Sarvmaili Amílcar Soares Júnior Bruno Brandoli Machado Stan Matwin 15 11 0 23 Mar 2020
Smart Train Operation Algorithms based on Expert Knowledge and Reinforcement Learning Kaichen Zhou Shiji Song Anke Xue Keyou You Hui Wu OffRL 34 40 0 06 Mar 2020
Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach Kecheng Zhang Meng Li Zhengchao Zhang Xi Lin Fang He 104 139 0 13 Feb 2020
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 165 1,632 0 02 Feb 2020
Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning Yuankai Wu Huachun Tan B. Ran AI4CE 24 17 0 25 Oct 2018
Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems A. Ferdowsi Ursula Challita Walid Saad N. Mandayam AAML 47 94 0 02 May 2018