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AReN: Assured ReLU NN Architecture for Model Predictive Control of LTI
  Systems

AReN: Assured ReLU NN Architecture for Model Predictive Control of LTI Systems

5 November 2019
James Ferlez
Yasser Shoukry
ArXivPDFHTML

Papers citing "AReN: Assured ReLU NN Architecture for Model Predictive Control of LTI Systems"

5 / 5 papers shown
Title
When Deep Learning Meets Polyhedral Theory: A Survey
When Deep Learning Meets Polyhedral Theory: A Survey
Joey Huchette
Gonzalo Muñoz
Thiago Serra
Calvin Tsay
AI4CE
94
32
0
29 Apr 2023
First Three Years of the International Verification of Neural Networks
  Competition (VNN-COMP)
First Three Years of the International Verification of Neural Networks Competition (VNN-COMP)
Christopher Brix
Mark Niklas Muller
Stanley Bak
Taylor T. Johnson
Changliu Liu
NAI
38
66
0
14 Jan 2023
Polynomial-Time Reachability for LTI Systems with Two-Level Lattice
  Neural Network Controllers
Polynomial-Time Reachability for LTI Systems with Two-Level Lattice Neural Network Controllers
James Ferlez
Yasser Shoukry
29
1
0
20 Sep 2022
Fast BATLLNN: Fast Box Analysis of Two-Level Lattice Neural Networks
Fast BATLLNN: Fast Box Analysis of Two-Level Lattice Neural Networks
James Ferlez
Haitham Khedr
Yasser Shoukry
24
11
0
17 Nov 2021
Assured Neural Network Architectures for Control and Identification of
  Nonlinear Systems
Assured Neural Network Architectures for Control and Identification of Nonlinear Systems
James Ferlez
Yasser Shoukry
33
0
0
21 Sep 2021
1