Automated eco-driving in urban scenarios using deep reinforcement learning

Deep Reinforcement Learning for Autonomous Driving: A Survey

(2021) B Ravi Kiran et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Safe, efficient, and comfortable velocity control based on reinforcement learning for autonomous driving

(2020) Meixin Zhu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Deep reinforcement learning enabled self-learning control for energy efficient driving

(2019) Xuewei Qi et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Eco-Trajectory Planning with Consideration of Queue along Congested Corridor for Hybrid Electric Vehicles

(2019) Zhen Yang et al.   TRANSPORTATION RESEARCH RECORD

Development of an Efficient Driving Strategy for Connected and Automated Vehicles at Signalized Intersections: A Reinforcement Learning Approach

(2019) Mofan Zhou et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Energieoptimierte Fahrstrategie unter Berücksichtigung der Verkehrsteilnehmer an Kreuzungen ohne Lichtsignalanlage

(2018) Markus Eisenbarth et al.   FORSCHUNG IM INGENIEURWESEN-ENGINEERING RESEARCH

Flexible Spacing Adaptive Cruise Control Using Stochastic Model Predictive Control

(2018) Dominik Moser et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Variable Step-Size Discrete Dynamic Programming for Vehicle Speed Trajectory Optimization

(2018) Ziqi Ye et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A simulation-based case study for powertrain efficiency improvement by automated driving functions

(2018) Thorsten Plum et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING

Energy saving potentials of connected and automated vehicles

(2018) Ardalan Vahidi et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Application and Evaluation of the Reinforcement Learning Approach to Eco-Driving at Intersections under Infrastructure-to-Vehicle Communications

(2018) Junqing Shi et al.   TRANSPORTATION RESEARCH RECORD

Optimal speed advisory for connected vehicles in arterial roads and the impact on mixed traffic

(2016) Nianfeng Wan et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Optimal vehicle speed trajectory on a signalized arterial with consideration of queue

(2015) Xiaozheng He et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Microscopic Estimation of Arterial Vehicle Positions in a Low-Penetration-Rate Connected Vehicle Environment

(2014) Noah J. Goodall et al.   JOURNAL OF TRANSPORTATION ENGINEERING

Design of an efficient algorithm for fuel-optimal look-ahead control

(2010) Erik Hellström et al.   CONTROL ENGINEERING PRACTICE

Predictive Cruise Control: Utilizing Upcoming Traffic Signal Information for Improving Fuel Economy and Reducing Trip Time

(2010) Behrang Asadi et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Eco-driving: An overlooked climate change initiative

(2009) Jack N. Barkenbus   ENERGY POLICY