Human-like Autonomous Vehicle Speed Control by Deep Reinforcement Learning with Double Q-Learning
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Yi Zhang | Ping Sun | Lin Lin | Xuesong Wang | Yuhan Yin | X. Wang | Lin Lin | Yi Zhang | Ping Sun | Yuhan Yin
[1] Dean Pomerleau,et al. ALVINN, an autonomous land vehicle in a neural network , 2015 .
[2] Anton van den Hengel,et al. Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[3] Jianxiong Xiao,et al. DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[4] Marc G. Bellemare,et al. The Arcade Learning Environment: An Evaluation Platform for General Agents (Extended Abstract) , 2012, IJCAI.
[5] Young-Woo Seo,et al. Utilizing instantaneous driving direction for enhancing lane-marking detection , 2014, 2014 IEEE Intelligent Vehicles Symposium Proceedings.
[6] Xin Zhang,et al. End to End Learning for Self-Driving Cars , 2016, ArXiv.
[7] Paulo Peixoto,et al. 3D Lidar-based static and moving obstacle detection in driving environments: An approach based on voxels and multi-region ground planes , 2016, Robotics Auton. Syst..
[8] Macario Cordel,et al. Convolutional neural network for vehicle detection in low resolution traffic videos , 2016, 2016 IEEE Region 10 Symposium (TENSYMP).
[9] Dean A. Pomerleau,et al. Neural Network Perception for Mobile Robot Guidance , 1993 .
[10] Jürgen Schmidhuber,et al. Evolving large-scale neural networks for vision-based reinforcement learning , 2013, GECCO '13.
[11] Alex Graves,et al. Asynchronous Methods for Deep Reinforcement Learning , 2016, ICML.
[12] Johannes Stallkamp,et al. Detection of traffic signs in real-world images: The German traffic sign detection benchmark , 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).
[13] Jaerock Kwon,et al. Lane following and obstacle detection techniques in autonomous driving vehicles , 2016, 2016 IEEE International Conference on Electro Information Technology (EIT).
[14] B. Schiele,et al. How Far are We from Solving Pedestrian Detection? , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[15] Tom Schaul,et al. Dueling Network Architectures for Deep Reinforcement Learning , 2015, ICML.
[16] Roberto Hirata,et al. Car detection in sequences of images of urban environments using mixture of deformable part models , 2014, Pattern Recognit. Lett..
[17] S. Ullman. Against direct perception , 1980, Behavioral and Brain Sciences.
[18] David Silver,et al. Deep Reinforcement Learning with Double Q-Learning , 2015, AAAI.
[19] Andreas Geiger,et al. Vision meets robotics: The KITTI dataset , 2013, Int. J. Robotics Res..
[20] Johann Marius Zöllner,et al. DeepTLR: A single deep convolutional network for detection and classification of traffic lights , 2016, 2016 IEEE Intelligent Vehicles Symposium (IV).
[21] Jürgen Schmidhuber,et al. Evolving deep unsupervised convolutional networks for vision-based reinforcement learning , 2014, GECCO.
[22] Shane Legg,et al. Human-level control through deep reinforcement learning , 2015, Nature.
[23] Alex Graves,et al. Playing Atari with Deep Reinforcement Learning , 2013, ArXiv.
[24] Tao Mei,et al. Robust lane marking detection under different road conditions , 2013, 2013 IEEE International Conference on Robotics and Biomimetics (ROBIO).
[25] Hao Yu,et al. Vision-Based Lane Marking Detection and Moving Vehicle Detection , 2016, 2016 8th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC).
[26] Chris Urmson,et al. Traffic light mapping and detection , 2011, 2011 IEEE International Conference on Robotics and Automation.
[27] Cuneyt Akinlar,et al. On circular traffic sign detection and recognition , 2016, Expert Syst. Appl..
[28] Yuval Tassa,et al. Continuous control with deep reinforcement learning , 2015, ICLR.
[29] Tom Schaul,et al. Prioritized Experience Replay , 2015, ICLR.
[30] Fernando A. Mujica,et al. An Empirical Evaluation of Deep Learning on Highway Driving , 2015, ArXiv.