EECI 2020: Computer Session: Stormpy: Difference between revisions
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== Lecture Materials == | == Lecture Materials == | ||
* [https://www.dropbox.com/s/f7emn3p77w57nx9/C1_probabilistic.pdf?dl=0 Lecture slides] | * [https://www.dropbox.com/s/f7emn3p77w57nx9/C1_probabilistic.pdf?dl=0 Lecture slides] | ||
* Example files: [https://www.dropbox.com/s/hvk96u652m1m40d/light.pm?dl=0 light.pm], [https://www.dropbox.com/s/8bdi777j6aw8wc8/ma.nm?dl=0 ma.nm], [https://www.dropbox.com/s/1pp4klntys3zyac/mh.pm?dl=0 mh.pm], [https://www.dropbox.com/s/87ec672ifdi5yh5/policy.json?dl=0 policy.json], [https://www.dropbox.com/s/ | * Example files: | ||
** Models and policies: [https://www.dropbox.com/s/hvk96u652m1m40d/light.pm?dl=0 light.pm], [https://www.dropbox.com/s/8bdi777j6aw8wc8/ma.nm?dl=0 ma.nm], [https://www.dropbox.com/s/1pp4klntys3zyac/mh.pm?dl=0 mh.pm], [https://www.dropbox.com/s/87ec672ifdi5yh5/policy.json?dl=0 policy.json], | |||
** Code [https://www.dropbox.com/s/k56l72yuud0wh9m/analysis_light.ipynb?dl=0 analysis_light.ipynb], [https://www.dropbox.com/s/s0a67cilq5wc2bc/analysis_compose.ipynb?dl=0 analysis_compose.ipynb], [https://www.dropbox.com/s/p2kx6pzf26ik3t1/analysis_policy.ipynb?dl=0 analysis_policy.ipynb], [https://www.dropbox.com/s/chrt9atu98ybl0l/synthesis.ipynb?dl=0 synthesis.ipynb] | |||
== Further Reading == | == Further Reading == | ||
Revision as of 01:56, 3 March 2020
| Prev: Probabilistic Systems | Course home | Next: Discrete Abstractions |
Hands-on probabilistic model checking exercises using stormpy.
- quantitative analysis of PCTL specifications against Markov chain model
- control strategy synthesis.
Lecture Materials
- Lecture slides
- Example files:
- Models and policies: light.pm, ma.nm, mh.pm, policy.json,
- Code analysis_light.ipynb, analysis_compose.ipynb, analysis_policy.ipynb, synthesis.ipynb
Further Reading
Principles of Model Checking, C. Baier and J.-P. Katoen, The MIT Press, 2008. A detailed reference on model checking. Slides for this lecture follow Chapter 10 of this reference.
stormpy. A comprehensive reference on stormpy
prism. For the PRISM Language and properties
