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Action-Based Representation Learning for Autonomous Driving
v1v2 (latest)

Action-Based Representation Learning for Autonomous Driving

21 August 2020
Yi Xiao
Felipe Codevilla
C. Pal
Antonio M. López
ArXiv (abs)PDFHTML

Papers citing "Action-Based Representation Learning for Autonomous Driving"

8 / 8 papers shown
Perceptual Motor Learning with Active Inference Framework for Robust Lateral Control
Perceptual Motor Learning with Active Inference Framework for Robust Lateral Control
Elahe Delavari
John Moore
Junho Hong
Jaerock Kwon
290
1
0
03 Mar 2025
Towards Human-Like Driving: Active Inference in Autonomous Vehicle
  Control
Towards Human-Like Driving: Active Inference in Autonomous Vehicle Control
Elahe Delavari
John Moore
Junho Hong
Jaerock Kwon
291
2
0
10 Jul 2024
ADAPT: Action-aware Driving Caption Transformer
ADAPT: Action-aware Driving Caption TransformerIEEE International Conference on Robotics and Automation (ICRA), 2023
Bu Jin
Xinyi Liu
Yupeng Zheng
Pengfei Li
Hao Zhao
Tong Zhang
Yuhang Zheng
Guyue Zhou
Jingjing Liu
543
105
0
01 Feb 2023
Augmenting Reinforcement Learning with Transformer-based Scene
  Representation Learning for Decision-making of Autonomous Driving
Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous DrivingIEEE Transactions on Intelligent Vehicles (IEEE Trans. Intell. Veh.), 2022
Haochen Liu
Zhiyu Huang
Xiaoyu Mo
Chen Lv
ViTOffRL
407
68
0
24 Aug 2022
KING: Generating Safety-Critical Driving Scenarios for Robust Imitation
  via Kinematics Gradients
KING: Generating Safety-Critical Driving Scenarios for Robust Imitation via Kinematics GradientsEuropean Conference on Computer Vision (ECCV), 2022
Niklas Hanselmann
Katrin Renz
Kashyap Chitta
Apratim Bhattacharyya
Andreas Geiger
263
133
0
28 Apr 2022
Self-Supervised Action-Space Prediction for Automated Driving
Self-Supervised Action-Space Prediction for Automated Driving
Faris Janjos
Maxim Dolgov
J. Marius Zöllner
323
13
0
21 Sep 2021
NEAT: Neural Attention Fields for End-to-End Autonomous Driving
NEAT: Neural Attention Fields for End-to-End Autonomous DrivingIEEE International Conference on Computer Vision (ICCV), 2021
Kashyap Chitta
Aditya Prakash
Andreas Geiger
3DPC
472
268
0
09 Sep 2021
Explainability of deep vision-based autonomous driving systems: Review
  and challenges
Explainability of deep vision-based autonomous driving systems: Review and challengesInternational Journal of Computer Vision (IJCV), 2021
Éloi Zablocki
H. Ben-younes
P. Pérez
Matthieu Cord
XAI
526
222
0
13 Jan 2021
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