The Reachability Problem for Neural-Network Control Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Schilling, Christian, Zimmermann, Martin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Polynomial Logical Zonotope: A Set Representation for Reachability Analysis of Logical Systems
by: Alanwar, Amr, et al.
Published: (2023)
by: Alanwar, Amr, et al.
Published: (2023)
The Descriptive Complexity of Graph Neural Networks
by: Grohe, Martin
Published: (2023)
by: Grohe, Martin
Published: (2023)
Compositional Inductive Invariant Based Verification of Neural Network Controlled Systems
by: Zhou, Yuhao, et al.
Published: (2023)
by: Zhou, Yuhao, et al.
Published: (2023)
The Complexity of Verifying Feedforward Neural Networks in Quantised Settings
by: Alsmann, Eric, et al.
Published: (2026)
by: Alsmann, Eric, et al.
Published: (2026)
Verifying Quantized Graph Neural Networks is PSPACE-complete
by: Sälzer, Marco, et al.
Published: (2025)
by: Sälzer, Marco, et al.
Published: (2025)
Provably Explaining Neural Additive Models
by: Bassan, Shahaf, et al.
Published: (2026)
by: Bassan, Shahaf, et al.
Published: (2026)
Galois Energy Games: To Solve All Kinds of Quantitative Reachability Problems
by: Lemke, Caroline, et al.
Published: (2025)
by: Lemke, Caroline, et al.
Published: (2025)
Neural Proofs for Sound Verification and Control of Complex Systems
by: Abate, Alessandro
Published: (2025)
by: Abate, Alessandro
Published: (2025)
Provably Safe Neural Network Controllers via Differential Dynamic Logic
by: Teuber, Samuel, et al.
Published: (2024)
by: Teuber, Samuel, et al.
Published: (2024)
Efficient Shield Synthesis via State-Space Transformation
by: Brorholt, Asger Horn, et al.
Published: (2024)
by: Brorholt, Asger Horn, et al.
Published: (2024)
Safe Reach Set Computation via Neural Barrier Certificates
by: Abate, Alessandro, et al.
Published: (2024)
by: Abate, Alessandro, et al.
Published: (2024)
Primitive Recursion without Composition: Dynamical Characterizations, from Neural Networks to Polynomial ODEs
by: Bournez, Olivier
Published: (2026)
by: Bournez, Olivier
Published: (2026)
A General Framework for Verification and Control of Dynamical Models via Certificate Synthesis
by: Edwards, Alec, et al.
Published: (2023)
by: Edwards, Alec, et al.
Published: (2023)
Fossil 2.0: Formal Certificate Synthesis for the Verification and Control of Dynamical Models
by: Edwards, Alec, et al.
Published: (2023)
by: Edwards, Alec, et al.
Published: (2023)
Solvable Initial Value Problems Ruled by Discontinuous Ordinary Differential Equations
by: Bournez, Olivier, et al.
Published: (2024)
by: Bournez, Olivier, et al.
Published: (2024)
Local vs. Global Interpretability: A Computational Complexity Perspective
by: Bassan, Shahaf, et al.
Published: (2024)
by: Bassan, Shahaf, et al.
Published: (2024)
Hard to Explain: On the Computational Hardness of In-Distribution Model Interpretation
by: Amir, Guy, et al.
Published: (2024)
by: Amir, Guy, et al.
Published: (2024)
Is uniform expressivity too restrictive? Towards efficient expressivity of graph neural networks
by: Khalife, Sammy, et al.
Published: (2024)
by: Khalife, Sammy, et al.
Published: (2024)
Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory
by: Zubić, Nikola, et al.
Published: (2024)
by: Zubić, Nikola, et al.
Published: (2024)
On the Computational Tractability of the (Many) Shapley Values
by: Marzouk, Reda, et al.
Published: (2025)
by: Marzouk, Reda, et al.
Published: (2025)
What makes an Ensemble (Un) Interpretable?
by: Bassan, Shahaf, et al.
Published: (2025)
by: Bassan, Shahaf, et al.
Published: (2025)
Verification of Autonomous Neural Car Control with KeYmaera X
by: Prebet, Enguerrand, et al.
Published: (2025)
by: Prebet, Enguerrand, et al.
Published: (2025)
BURNS: Backward Underapproximate Reachability for Neural-Feedback-Loop Systems
by: Sidrane, Chelsea, et al.
Published: (2025)
by: Sidrane, Chelsea, et al.
Published: (2025)
Simulation of Turing machines with analytic discrete ODEs: FPTIME and FPSPACE over the reals characterised with discrete ordinary differential equations
by: Blanc, Manon, et al.
Published: (2023)
by: Blanc, Manon, et al.
Published: (2023)
Measuring robustness of dynamical systems. Relating time and space to length and precision
by: Blanc, Manon, et al.
Published: (2023)
by: Blanc, Manon, et al.
Published: (2023)
The Proof Analysis Problem
by: Arteche, Noel, et al.
Published: (2025)
by: Arteche, Noel, et al.
Published: (2025)
The Computational Complexity of Satisfiability in State Space Models
by: Alsmann, Eric, et al.
Published: (2025)
by: Alsmann, Eric, et al.
Published: (2025)
Transformer Encoder Satisfiability: Complexity and Impact on Formal Reasoning
by: Sälzer, Marco, et al.
Published: (2024)
by: Sälzer, Marco, et al.
Published: (2024)
Reachability Analysis Using Constrained Polynomial Logical Zonotopes
by: Hafez, Ahmad, et al.
Published: (2024)
by: Hafez, Ahmad, et al.
Published: (2024)
Network Satisfaction Problems Solved by k-Consistency
by: Bodirsky, Manuel, et al.
Published: (2023)
by: Bodirsky, Manuel, et al.
Published: (2023)
The Descriptive Complexity of Relation Modification Problems
by: Chudigiewitsch, Florian, et al.
Published: (2026)
by: Chudigiewitsch, Florian, et al.
Published: (2026)
$Π_{2}^{P}$ vs PSpace Dichotomy for the Quantified Constraint Satisfaction Problem
by: Zhuk, Dmitriy
Published: (2024)
by: Zhuk, Dmitriy
Published: (2024)
Verification of Nonblockingness in Bounded Petri Nets With Minimax Basis Reachability Graphs
by: Gu, Chao, et al.
Published: (2020)
by: Gu, Chao, et al.
Published: (2020)
The Expressive Power of Transformers with Chain of Thought
by: Merrill, William, et al.
Published: (2023)
by: Merrill, William, et al.
Published: (2023)
k-Inductive Neural Barrier Certificates for Unknown Nonlinear Dynamics
by: Wooding, Ben, et al.
Published: (2026)
by: Wooding, Ben, et al.
Published: (2026)
Reachability In Simple Neural Networks
by: Sälzer, Marco, et al.
Published: (2022)
by: Sälzer, Marco, et al.
Published: (2022)
TTT: A Temporal Refinement Heuristic for Tenuously Tractable Discrete Time Reachability Problems
by: Sidrane, Chelsea, et al.
Published: (2024)
by: Sidrane, Chelsea, et al.
Published: (2024)
Formal Verification of Linear Temporal Logic Specifications Using Hybrid Zonotope-Based Reachability Analysis
by: Hadjiloizou, Loizos, et al.
Published: (2024)
by: Hadjiloizou, Loizos, et al.
Published: (2024)
Of Good Demons and Bad Angels: Guaranteeing Safe Control under Finite Precision
by: Teuber, Samuel, et al.
Published: (2025)
by: Teuber, Samuel, et al.
Published: (2025)
Set Descriptive Complexity of Solvable Functions
by: Gozzi, Riccardo, et al.
Published: (2024)
by: Gozzi, Riccardo, et al.
Published: (2024)
Similar Items
-
Polynomial Logical Zonotope: A Set Representation for Reachability Analysis of Logical Systems
by: Alanwar, Amr, et al.
Published: (2023) -
The Descriptive Complexity of Graph Neural Networks
by: Grohe, Martin
Published: (2023) -
Compositional Inductive Invariant Based Verification of Neural Network Controlled Systems
by: Zhou, Yuhao, et al.
Published: (2023) -
The Complexity of Verifying Feedforward Neural Networks in Quantised Settings
by: Alsmann, Eric, et al.
Published: (2026) -
Verifying Quantized Graph Neural Networks is PSPACE-complete
by: Sälzer, Marco, et al.
Published: (2025)