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2403.07308
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Verification-Aided Learning of Neural Network Barrier Functions with Termination Guarantees
12 March 2024
Shaoru Chen
Lekan Molu
Mahyar Fazlyab
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Papers citing
"Verification-Aided Learning of Neural Network Barrier Functions with Termination Guarantees"
4 / 4 papers shown
Title
Extracting Forward Invariant Sets from Neural Network-Based Control Barrier Functions
Goli Vaisi
James Ferlez
Yasser Shoukry
43
0
0
28 Jan 2025
Verification of Neural Control Barrier Functions with Symbolic Derivative Bounds Propagation
Hanjiang Hu
Yujie Yang
Tianhao Wei
Changliu Liu
AAML
26
7
0
04 Oct 2024
ReachLipBnB: A branch-and-bound method for reachability analysis of neural autonomous systems using Lipschitz bounds
Taha Entesari
Sina Sharifi
Mahyar Fazlyab
46
6
0
01 Nov 2022
Lyapunov-Net: A Deep Neural Network Architecture for Lyapunov Function Approximation
Nathan Gaby
Fumin Zhang
X. Ye
PINN
40
40
0
27 Sep 2021
1