%PDF-1.4 % 1 0 obj << /S /GoTo /D (section.1) >> endobj 4 0 obj (Introduction) endobj 5 0 obj << /S /GoTo /D (section.2) >> endobj 8 0 obj (Background) endobj 9 0 obj << /S /GoTo /D (subsection.2.1) >> endobj 12 0 obj (Probabilistic Automata) endobj 13 0 obj << /S /GoTo /D (subsection.2.2) >> endobj 16 0 obj (Model Checking Probabilistic Automata) endobj 17 0 obj << /S /GoTo /D (subsection.2.3) >> endobj 20 0 obj (Probabilistic Assume-Guarantee Reasoning) endobj 21 0 obj << /S /GoTo /D (subsection.2.4) >> endobj 24 0 obj (The L* Learning Algorithm) endobj 25 0 obj << /S /GoTo /D (section.3) >> endobj 28 0 obj (Probabilistic Counterexamples for Compositional Verification) endobj 29 0 obj << /S /GoTo /D (subsection.3.1) >> endobj 32 0 obj (Counterexamples for Safety Properties) endobj 33 0 obj << /S /GoTo /D (subsection.3.2) >> endobj 36 0 obj (Counterexamples for Assume-Guarantee Triples) endobj 37 0 obj << /S /GoTo /D (section.4) >> endobj 40 0 obj (The Learning Framework) endobj 41 0 obj << /S /GoTo /D (subsection.4.1) >> endobj 44 0 obj (Overview) endobj 45 0 obj << /S /GoTo /D (subsection.4.2) >> endobj 48 0 obj (Answering Membership Queries) endobj 49 0 obj << /S /GoTo /D (subsection.4.3) >> endobj 52 0 obj (Answering Conjectures) endobj 53 0 obj << /S /GoTo /D (subsection.4.4) >> endobj 56 0 obj (Generation of Lower and Upper Bounds) endobj 57 0 obj << /S /GoTo /D (subsection.4.5) >> endobj 60 0 obj (Correctness and Termination) endobj 61 0 obj << /S /GoTo /D (section.5) >> endobj 64 0 obj (Experimental Results) endobj 65 0 obj << /S /GoTo /D (subsection.5.1) >> endobj 68 0 obj (Implementation \046 Case Studies) endobj 69 0 obj << /S /GoTo /D (subsection.5.2) >> endobj 72 0 obj (Results \046 Discussion) endobj 73 0 obj << /S /GoTo /D (section.6) >> endobj 76 0 obj (Conclusions) endobj 77 0 obj << /S /GoTo /D (section*.2) >> endobj 80 0 obj (References) endobj 81 0 obj << /S /GoTo /D [82 0 R /Fit ] >> endobj 99 0 obj << /Length 4879 /Filter /FlateDecode >> stream x[Y~_o yYٚlze{#$=ItB$SZ7L.S TL|y^oNEAg;A,A^ެX.u[uU}.ܫ0\zzWIyܫ|Uomuڮ ΜZmu~+SʻIJHu*iV&A2W&w5ǵ\6])?=Ueuzjߗ^^?`ܲᮦg7$(I"CG~Mߠzx*5/>IVk7<Z.ep?J*t0/h=oNeuFœDa](<덃b;S8aNv_ҶnWi?vXnorz'M#T^~mudmCi:}֑.̽5NT?-SٙT;;{Wh >MyFl̋lAvn&XC\ȭV ʋ_
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