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References (82)
-
L. Fletcher, S. Teller, Edwin Olson, David Moore, Y. Kuwata, J. How, J. Leonard, I. Miller, M. Campbell, D. Huttenlocher, Aaron Nathan, Frank-Robert Kline (2008)
The MIT–Cornell collision and why it happenedJournal of Field Robotics, 25
-
Vehicle routing problem for emissions minimization
Transp. Res. Rec., J. Transp. Res. Board, 2197
-
V. Kanagaraj, Gowri Asaithambi, C. Kumar, K. Srinivasan, R. Sivanandan (2013)
Evaluation of Different Vehicle Following Models Under Mixed Traffic ConditionsProcedia - Social and Behavioral Sciences, 104
-
Ioannis Ntousakis, I. Nikolos, M. Papageorgiou (2016)
Optimal vehicle trajectory planning in the context of cooperative merging on highwaysTransportation Research Part C-emerging Technologies, 71
-
Ziegler J. (2014)
450 -
M. Mukadam, A. Cosgun, A. Nakhaei (December 2017)
Int. Conf. on Learning Representations (ICLR) -
S. Shalev-Shwartz, Shaked Shammah, A. Shashua (2017)
On a Formal Model of Safe and Scalable Self-driving CarsArXiv, abs/1708.06374
-
M. Werling, T. Gindele, D. Jagszent, L. Groll (2008)
A robust algorithm for handling moving traffic in urban scenarios2008 IEEE Intelligent Vehicles Symposium
-
J. Ziegler, P. Bender, T. Dang (June 2014)
Intelligent Vehicles Symp -
W. Brilon, J. Geistefeldt, M. Regler (July 2005)
Proc. of the 16th Int. Symp. on Transportation and Traffic Theory -
Ashwin Carvalho, Yiqi Gao, S. Lefèvre, F. Borrelli (2014)
Stochastic Predictive Control of Autonomous Vehicles in Uncertain Environments -
Roberto Baldacci, A. Mingozzi, R. Roberti (2012)
Recent exact algorithms for solving the vehicle routing problem under capacity and time window constraintsEur. J. Oper. Res., 218
-
(2015)
Shared vehicle control using safe driving envelopes for obstacle avoidance and stability -
H. Bast, D. Delling, A. Goldberg, M. Müller-Hannemann, Thomas Pajor, P. Sanders, D. Wagner, Renato Werneck (2015)
Route Planning in Transportation Networks -
R. Bellman (1952)
On the Theory of Dynamic Programming.Proceedings of the National Academy of Sciences of the United States of America, 38 8
-
C. Watkins, P. Dayan (2004)
Technical Note: Q-LearningMachine Learning, 8
-
David Isele, Akansel Cosgun, K. Subramanian, K. Fujimura (2017)
Navigating Intersections with Autonomous Vehicles using Deep Reinforcement LearningArXiv, abs/1705.01196
-
C. Goerzen, Z. Kong, Bérénice Mettler (2010)
A Survey of Motion Planning Algorithms from the Perspective of Autonomous UAV GuidanceJournal of Intelligent and Robotic Systems, 57
-
H. Van Hasselt, A. Guez, D. Silver (February 2016)
Proc. of the Thirtieth AAAI Conf. on Artificial Intelligence (AAAI) -
J. Ziegler, Philipp Bender, T. Dang, C. Stiller (2014)
Trajectory planning for Bertha — A local, continuous method2014 IEEE Intelligent Vehicles Symposium Proceedings
-
R. Bellman (1954)
The theory of dynamic programmingBulletin of the American Mathematical Society, 60
-
Bast H. (2016)
19Algorithm engineering
-
Jingchu Liu, Pengfei Hou, Lisen Mu, Yinan Yu, Chang Huang (2018)
Elements of Effective Deep Reinforcement Learning towards Tactical Driving Decision MakingArXiv, abs/1802.00332
-
T. Glasmachers (2017)
Limits of End-to-End LearningArXiv, abs/1704.08305
-
A. Gray, Mohammad Ali, Yiqi Gao, J. Hedrick, F. Borrelli, Mechanical Engineering (2012)
Semi-Autonomous Vehicle Control for Road Departure and Obstacle Avoidance -
M. Werling, D. Liccardo (2012)
Automatic collision avoidance using model-predictive online optimization2012 IEEE 51st IEEE Conference on Decision and Control (CDC)
-
P. Typaldos, I. Papamichail, M. Papageorgiou (2020)
Minimization of Fuel Consumption for Vehicle TrajectoriesIEEE Transactions on Intelligent Transportation Systems, 21
-
Mariusz Bojarski, Philip Yeres, A. Choromańska, K. Choromanski, Bernhard Firner, L. Jackel, Urs Muller (2017)
Explaining How a Deep Neural Network Trained with End-to-End Learning Steers a CarArXiv, abs/1704.07911
-
Shi-tao Chen, Songyi Zhang, Jinghao Shang, Badong Chen, N. Zheng (2017)
Brain-Inspired Cognitive Model With Attention for Self-Driving CarsIEEE Transactions on Cognitive and Developmental Systems, 11
-
H. Xu, Y. Gao, F. Yu (July 2017)
Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition -
Y.J. Zhang, A.A. Malikopoulos, C.G. Cassandras (July 2016)
2016 American Control Conf. (ACC) -
C. Watkins, P. Dayan (1992)
Q-learningMachine Learning, 8
-
Cosgun A. (2017)
1811 -
M.T. Wolf, J.W. Burdick (May 2008)
Int. Conf. on Robotics and Automation (ICRA) -
M. Werling, D. Liccardo (December 2012)
51st Annual Conf. on Decision and Control (CDC) -
Georg Schildbach, F. Borrelli (2015)
Scenario model predictive control for lane change assistance on highways2015 IEEE Intelligent Vehicles Symposium (IV)
-
S. Shalev-Shwartz, Shaked Shammah, A. Shashua (2016)
Safe, Multi-Agent, Reinforcement Learning for Autonomous DrivingArXiv, abs/1610.03295
-
S. Zhang, W. Deng, Q. Zhao (October 2013)
2013 IEEE Int. Conf. on Systems, Man, and Cybernetics (SMC) -
Mustafa Mukadam, Akansel Cosgun, A. Nakhaei, K. Fujimura (2017)
Tactical Decision Making for Lane Changing with Deep Reinforcement Learning -
C. Chen, A. Seff, A. Kornhauser (December 2015)
2015 IEEE Int. Conf. on Computer Vision (ICCV) -
Yue Zhang, Andreas Malikopoulos, C. Cassandras (2015)
Optimal control and coordination of connected and automated vehicles at urban traffic intersections2016 American Control Conference (ACC)
-
H. Bast, E. Carlsson, A. Eigenwillig (September 2010)
European Symp. on Algorithms -
Akansel Cosgun, Lichao Ma, Jimmy Chiu, Jiawei Huang, Mahmut Demir, Alexandre Añon, Thang Lian, Hasan Tafish, S. Al-Stouhi (2017)
Towards full automated drive in urban environments: A demonstration in GoMentum Station, California2017 IEEE Intelligent Vehicles Symposium (IV)
-
A. Carvalho, Y. Gao, S. Lefevre (September 2014)
12th Int. Symp. on Advanced Vehicle Control (AVEC) -
B. Reimer, Bruce Mehler, J. Coughlin (2010)
An Evaluation of Driver Reactions to New Vehicle Parking Assist Technologies Developed to Reduce Driver Stress -
(2001)
Approximation with artificial neural networks -
Chris Paxton, Vasumathi Raman, Gregory Hager, Marin Kobilarov (2017)
Combining neural networks and tree search for task and motion planning in challenging environments2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
-
Chenyi Chen, Ari Seff, A. Kornhauser, Jianxiong Xiao (2015)
DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving2015 IEEE International Conference on Computer Vision (ICCV)
-
W. Brilon, Justin Geistefeldt, M. Regler (2005)
Reliability of Freeway Traffic Flow: A Stochastic Concept of Capacity, 16
-
Huazhe Xu, Yang Gao, F. Yu, Trevor Darrell (2016)
End-to-End Learning of Driving Models from Large-Scale Video Datasets2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
-
Yiqi Gao, A. Gray, H. Tseng, F. Borrelli (2014)
A tube-based robust nonlinear predictive control approach to semiautonomous ground vehiclesVehicle System Dynamics, 52
-
Sumin Zhang, W. Deng, Qingrong Zhao, Haojie Sun, B. Litkouhi (2013)
Dynamic Trajectory Planning for Vehicle Autonomous Driving2013 IEEE International Conference on Systems, Man, and Cybernetics
-
M. Figliozzi (2010)
Vehicle Routing Problem for Emissions MinimizationTransportation Research Record, 2197
-
Naoki Akai, Luis Saiki, Takuma Yamaguchi, E. Takeuchi, Yuki Yoshihara, H. Okuda, Tatsuya Suzuki, Y. Ninomiya (2017)
Autonomous driving based on accurate localization using multilayer LiDAR and dead reckoning2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC)
-
Donges E. (1999)
113Veh. Syst. Dyn., 32
-
Y. Gao, T. Lin, F. Borrelli (September 2010)
ASME 2010 Dynamic Systems and Control Conf. -
H. Bast, Erik Carlsson, Arno Eigenwillig, R. Geisberger, Chris Harrelson, Veselin Raychev, Fabien Viger (2010)
Fast Routing in Very Large Public Transportation Networks Using Transfer Patterns -
R. Neapolitan, Kwang Nam (2018)
Vehicle DynamicsAC Motor Control and Electrical Vehicle Applications
-
C. Menelaou, P. Kolios, S. Timotheou, C. Panayiotou, M. Polycarpou (2017)
Controlling road congestion via a low-complexity route reservation approachTransportation Research Part C-emerging Technologies, 81
-
Jianqiang Wang, Jian Wu, Yang Li (2015)
The Driving Safety Field Based on Driver–Vehicle–Road InteractionsIEEE Transactions on Intelligent Transportation Systems, 16
-
C. Menelaou, S. Timotheou, P. Kolios, C. Panayiotou (2017)
Improved Road Usage Through Congestion-Free Route ReservationsTransportation Research Record, 2621
-
M. Wolf, J. Burdick (2008)
Artificial potential functions for highway driving with collision avoidance2008 IEEE International Conference on Robotics and Automation
-
R. Wolcott, R. Eustice (2017)
Robust LIDAR localization using multiresolution Gaussian mixture maps for autonomous drivingThe International Journal of Robotics Research, 36
-
V. Silva, Jamie Roche, A. Kondoz (2017)
Fusion of LiDAR and Camera Sensor Data for Environment Sensing in Driverless VehiclesArXiv, abs/1710.06230
-
Y. Rasekhipour, A. Khajepour, Shih-Ken Chen, B. Litkouhi (2017)
A Potential Field-Based Model Predictive Path-Planning Controller for Autonomous Road VehiclesIEEE Transactions on Intelligent Transportation Systems, 18
-
Yiqi Gao, Theresa Lin, F. Borrelli, E. Tseng, D. Hrovat (2010)
Predictive Control of Autonomous Ground Vehicles With Obstacle Avoidance on Slippery Roads -
Konstantinos Makantasis, M. Papageorgiou (2018)
Motorway Path Planning for Automated Road Vehicles Based on Optimal Control MethodsTransportation Research Record, 2672
-
A. Gray, M. Ali, Y. Gao (September 2012)
IFAC Control of Transportation Systems -
N. Akai, L.Y. Morales, T. Yamaguchi (October 2017)
2017 IEEE 20th Int. Conf. on Intelligent Transportation Systems (ITSC) -
T. Schaul, John Quan, Ioannis Antonoglou, David Silver (2015)
Prioritized Experience ReplayCoRR, abs/1511.05952
-
Volodymyr Mnih, K. Kavukcuoglu, David Silver, Andrei Rusu, J. Veness, Marc Bellemare, Alex Graves, Martin Riedmiller, A. Fidjeland, Georg Ostrovski, Stig Petersen, Charlie Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, D. Kumaran, Daan Wierstra, S. Legg, D. Hassabis (2015)
Human-level control through deep reinforcement learningNature, 518
-
M. Yazici, C. Kamga, K. Ozbay (2014)
Highway versus urban roads: analysis of travel time and variability patterns based on facility type, 2442
-
M. Papageorgiou, M. Marinaki, K. Makantasis (2016)
A feasible direction algorithm for the numerical solution of optimal control problems -
E. Donges (1999)
A CONCEPTUAL FRAMEWORK FOR ACTIVE SAFETY IN ROAD TRAFFICVehicle System Dynamics, 32
-
M. Yazici, C. Kamga, K. Ozbay (2014)
Highway versus Urban RoadsTransportation Research Record, 2442
-
S. Anderson, Steven Peters, T. Pilutti, K. Iagnemma (2010)
An optimal-control-based framework for trajectory planning, threat assessment, and semi-autonomous control of passenger vehicles in hazard avoidance scenariosInternational Journal of Vehicle Autonomous Systems, 8
-
R. Rajamani (2005)
Vehicle dynamics and control -
H. Bast, D. Delling, A. Goldberg (2016)
Algorithm engineering -
H. Hasselt, A. Guez, David Silver (2015)
Deep Reinforcement Learning with Double Q-Learning -
Bast H. (2010)
290 -
Reimer B. (2010)
1 -
Menelaou C. (2017)
71Transp. Res. Rec., J. Transp. Res. Board, 2621
- Publisher
- Wiley
- Copyright
- © 2020 The Institution of Engineering and Technology
- eISSN
- 1751-9578
- DOI
- 10.1049/iet-its.2019.0249
- Publisher site
- See Article on Publisher Site
Abstract
Journal
IET Intelligent Transport Systems – Wiley
Published: Jan 1, 2020
Keywords: ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ; ;