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<titleInfo><title>Experimental part of CAV 2015 publication: Counterexample Explanation by Learning Small Strategies in Markov Decision Processes</title></titleInfo>





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  <namePart type="family">Fellner</namePart>
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<abstract lang="eng">This repository contains the experimental part of the CAV 2015 publication Counterexample Explanation by Learning Small Strategies in Markov Decision Processes.
We extended the probabilistic model checker PRISM to represent strategies of Markov Decision Processes as Decision Trees.
The archive contains a java executable version of the extended tool (prism_dectree.jar) together with a few examples of the PRISM benchmark library.
To execute the program, please have a look at the README.txt, which provides instructions and further information on the archive.
The archive contains scripts that (if run often enough) reproduces the data presented in the publication.</abstract>

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<originInfo><publisher>Institute of Science and Technology Austria</publisher><dateIssued encoding="w3cdtf">2015</dateIssued>
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<subject><topic>Markov Decision Process</topic><topic>Decision Tree</topic><topic>Probabilistic Verification</topic><topic>Counterexample Explanation</topic>
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<relatedItem type="host"><identifier type="doi">10.15479/AT:ISTA:28</identifier>
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<mla>Fellner, Andreas. &lt;i&gt;Experimental Part of CAV 2015 Publication: Counterexample Explanation by Learning Small Strategies in Markov Decision Processes&lt;/i&gt;. Institute of Science and Technology Austria, 2015, doi:&lt;a href=&quot;https://doi.org/10.15479/AT:ISTA:28&quot;&gt;10.15479/AT:ISTA:28&lt;/a&gt;.</mla>
<short>A. Fellner, (2015).</short>
<apa>Fellner, A. (2015). Experimental part of CAV 2015 publication: Counterexample Explanation by Learning Small Strategies in Markov Decision Processes. Institute of Science and Technology Austria. &lt;a href=&quot;https://doi.org/10.15479/AT:ISTA:28&quot;&gt;https://doi.org/10.15479/AT:ISTA:28&lt;/a&gt;</apa>
<ama>Fellner A. Experimental part of CAV 2015 publication: Counterexample Explanation by Learning Small Strategies in Markov Decision Processes. 2015. doi:&lt;a href=&quot;https://doi.org/10.15479/AT:ISTA:28&quot;&gt;10.15479/AT:ISTA:28&lt;/a&gt;</ama>
<chicago>Fellner, Andreas. “Experimental Part of CAV 2015 Publication: Counterexample Explanation by Learning Small Strategies in Markov Decision Processes.” Institute of Science and Technology Austria, 2015. &lt;a href=&quot;https://doi.org/10.15479/AT:ISTA:28&quot;&gt;https://doi.org/10.15479/AT:ISTA:28&lt;/a&gt;.</chicago>
<ieee>A. Fellner, “Experimental part of CAV 2015 publication: Counterexample Explanation by Learning Small Strategies in Markov Decision Processes.” Institute of Science and Technology Austria, 2015.</ieee>
<ista>Fellner A. 2015. Experimental part of CAV 2015 publication: Counterexample Explanation by Learning Small Strategies in Markov Decision Processes, Institute of Science and Technology Austria, &lt;a href=&quot;https://doi.org/10.15479/AT:ISTA:28&quot;&gt;10.15479/AT:ISTA:28&lt;/a&gt;.</ista>
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