Synthesizing barrier certificates using neural networks

Author:

Zhao Hengjun1,Zeng Xia1,Chen Taolue2,Liu Zhiming1

Affiliation:

1. Southwest University, Chongqing, China

2. University of London

Funder

National Natural Science Foundation of China

Birkbeck BEI School Project (ARTEFACT)

Guangdong Science and Technology Department grant

China's Fundamental Research Funds for the Central Universities

Capacity Development Grant of Southwest University

Basic Science and Frontier Technology Research Program of Chongqing

Publisher

ACM

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1. On Completeness of SDP-Based Barrier Certificate Synthesis over Unbounded Domains;Lecture Notes in Computer Science;2024-09-13

2. Invariant set estimation for piecewise affine dynamical systems using piecewise affine barrier function;European Journal of Control;2024-09

3. Data-Driven Safety Filter: An Input-Output Perspective;2024 American Control Conference (ACC);2024-07-10

4. Safe Controller Synthesis for Nonlinear Systems Using Bayesian Optimization Enhanced Reinforcement Learning;Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control;2024-05-14

5. Fossil 2.0: Formal Certificate Synthesis for the Verification and Control of Dynamical Models;Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control;2024-05-14

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