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Identify, Estimate and Bound the Uncertainty of Reinforcement Learning for Autonomous Driving
12 May 2023
Weitao Zhou
Zhong Cao
Nanshan Deng
Kun Jiang
Diange Yang
OffRL
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Papers citing
"Identify, Estimate and Bound the Uncertainty of Reinforcement Learning for Autonomous Driving"
5 / 5 papers shown
Title
Efficient and Generalized end-to-end Autonomous Driving System with Latent Deep Reinforcement Learning and Demonstrations
Zuojin Tang
Xiaoyu Chen
YongQiang Li
Jianyu Chen
24
2
0
22 Jan 2024
Mission-driven Exploration for Accelerated Deep Reinforcement Learning with Temporal Logic Task Specifications
Jun Wang
Hosein Hasanbeig
Kaiyuan Tan
Zihe Sun
Y. Kantaros
29
3
0
28 Nov 2023
COMBO: Conservative Offline Model-Based Policy Optimization
Tianhe Yu
Aviral Kumar
Rafael Rafailov
Aravind Rajeswaran
Sergey Levine
Chelsea Finn
OffRL
219
413
0
16 Feb 2021
Autonomous Vehicles that Interact with Pedestrians: A Survey of Theory and Practice
Amir Rasouli
John K. Tsotsos
51
606
0
30 May 2018
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
285
9,138
0
06 Jun 2015
1