Record link: 
http://hdl.handle.net/20.500.12708/200782
https://doi.org/10.34727/2024/isbn.978-3-85448-065-5_15
-
Title: 
Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates
en
Citation: 
Mandal, U., Amir, G., Wu, H., Daukantas, I., Newell, F. L., Ravaioli, U. J., Meng, B., Durling, M., Ganai, M., Shim, T., Katz, G., & Barrett, C. (2024). Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates. In N. Narodytska & P. Rümmer (Eds.), Proceedings of the 24th Conference on Formal Methods in Computer-Aided Design – FMCAD 2024 (pp. 95–106). TU Wien Academic Press. https://doi.org/10.34727/2024/isbn.978-3-85448-065-5_15
-
reposiTUm DOI: 
10.34727/2024/isbn.978-3-85448-065-5_15
-
CatalogPlus: 
AC17313135
-
Publication Type: 
Inproceedings - Full-Paper Contribution
en
Language: 
English
-
Authors: 
Mandal, Udayan 
Amir, Guy 
Wu, Haoze 
Daukantas, Ieva 
Newell, Fletcher Lee 
Ravaioli, Umberto J. 
Meng, Baoluo 
Durling, Michael 
Ganai, Milan 
Shim, Tobey 
Katz, Guy 
Barrett, Clark 
-
Editors: 
Narodytska, Nina 
Rümmer, Philipp 
-
Organisational Unit: 
E000 - Technische Universität Wien 
-
Series: 
Conference Series: Formal Methods in Computer-Aided Design 
-
Published in: 
Proceedings of the 24th Conference on Formal Methods in Computer-Aided Design – FMCAD 2024 
-
ISBN: 
978-3-85448-065-5
-
Date (published): 
Oct-2024
-
Number of Pages: 
12
-
Publisher: 
TU Wien Academic Press
-
Peer reviewed: 
Yes
-
Keywords: 
formale Methoden
de
 
formal methods
en
Research Areas: 
Logic and Computation: 40%
Computer Engineering and Software-Intensive Systems: 40%
Computer Science Foundations: 20%
-
Science Branch: 
1020 - Informatik: 100%
-
License: 
CC BY 4.0 CC BY 4.0
de
Appears in Collections:
Conference Paper
Open Access Series

Fulltext (Version of Record (published version))
Adobe PDF
(612.43 kB)
Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates
Open Access CC BY 4.0
Show full item record

Page view(s)

1,046
checked on Sep 23, 2024

Download(s)

289
checked on Sep 23, 2024

Google ScholarTM

Check