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Generating Probabilistic Safety Guarantees for Neural Network
  Controllers

Generating Probabilistic Safety Guarantees for Neural Network Controllers

1 March 2021
Sydney M. Katz
Kyle D. Julian
Christopher A. Strong
Mykel J. Kochenderfer
ArXivPDFHTML

Papers citing "Generating Probabilistic Safety Guarantees for Neural Network Controllers"

3 / 3 papers shown
Title
ZoPE: A Fast Optimizer for ReLU Networks with Low-Dimensional Inputs
ZoPE: A Fast Optimizer for ReLU Networks with Low-Dimensional Inputs
Christopher A. Strong
Sydney M. Katz
Anthony Corso
Mykel J. Kochenderfer
47
2
0
09 Jun 2021
Verification of Image-based Neural Network Controllers Using Generative
  Models
Verification of Image-based Neural Network Controllers Using Generative Models
Sydney M. Katz
Anthony Corso
Christopher A. Strong
Mykel J. Kochenderfer
GAN
24
46
0
14 May 2021
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Guy Katz
Clark W. Barrett
D. Dill
Kyle D. Julian
Mykel Kochenderfer
AAML
251
1,842
0
03 Feb 2017
1