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Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking
14 September 2021
Yizhen Dong
Xingyu Zhao
Xiaowei Huang
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ArXiv
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Papers citing
"Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking"
2 / 2 papers shown
Title
Taming Reachability Analysis of DNN-Controlled Systems via Abstraction-Based Training
Jiaxu Tian
Dapeng Zhi
Si Liu
Peixin Wang
Guy Katz
Hao Fei
27
1
0
21 Nov 2022
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Guy Katz
Clark W. Barrett
D. Dill
Kyle D. Julian
Mykel Kochenderfer
AAML
249
1,838
0
03 Feb 2017
1