EECI 2020: Computer Session: Stormpy
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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
