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Provably Correct Training of Neural Network Controllers Using
  Reachability Analysis
v1v2 (latest)

Provably Correct Training of Neural Network Controllers Using Reachability Analysis

22 February 2021
Xiaowu Sun
Yasser Shoukry
ArXiv (abs)PDFHTML

Papers citing "Provably Correct Training of Neural Network Controllers Using Reachability Analysis"

6 / 6 papers shown
Counterexample-Guided Repair of Reinforcement Learning Systems Using
  Safety Critics
Counterexample-Guided Repair of Reinforcement Learning Systems Using Safety Critics
David Boetius
Stefan Leue
164
0
0
24 May 2024
BERN-NN: Tight Bound Propagation For Neural Networks Using Bernstein
  Polynomial Interval Arithmetic
BERN-NN: Tight Bound Propagation For Neural Networks Using Bernstein Polynomial Interval ArithmeticInternational Conference on Hybrid Systems: Computation and Control (HSCC), 2022
Wael Fatnassi
Haitham Khedr
Valen Yamamoto
Yasser Shoukry
159
9
0
22 Nov 2022
NNLander-VeriF: A Neural Network Formal Verification Framework for
  Vision-Based Autonomous Aircraft Landing
NNLander-VeriF: A Neural Network Formal Verification Framework for Vision-Based Autonomous Aircraft LandingNASA Formal Methods (NFM), 2022
Ulices Santa Cruz
Yasser Shoukry
278
40
0
29 Mar 2022
Provably Safe Model-Based Meta Reinforcement Learning: An
  Abstraction-Based Approach
Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach
Xiaowu Sun
Wael Fatnassi
Ulices Santa Cruz
Yasser Shoukry
163
3
0
03 Sep 2021
Failing with Grace: Learning Neural Network Controllers that are
  Boundedly Unsafe
Failing with Grace: Learning Neural Network Controllers that are Boundedly UnsafeConference on Learning for Dynamics & Control (L4DC), 2021
Panagiotis Vlantis
Leila J. Bridgeman
Michael M. Zavlanos
170
1
0
22 Jun 2021
ShieldNN: A Provably Safe NN Filter for Unsafe NN Controllers
ShieldNN: A Provably Safe NN Filter for Unsafe NN Controllers
James Ferlez
Mahmoud M. Elnaggar
Yasser Shoukry
C. Fleming
AAML
300
36
0
16 Jun 2020
1