LEADER 05478nam 22007575 450 001 9910620200703321 005 20250529130300.0 010 $a9783031199929 010 $a3031199928 024 7 $a10.1007/978-3-031-19992-9 035 $a(MiAaPQ)EBC7120743 035 $a(Au-PeEL)EBL7120743 035 $a(CKB)25188965100041 035 $a(PPN)265856043 035 $a(DE-He213)978-3-031-19992-9 035 $a(EXLCZ)9925188965100041 100 $a20221022d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAutomated Technology for Verification and Analysis $e20th International Symposium, ATVA 2022, Virtual Event, October 25?28, 2022, Proceedings /$fedited by Ahmed Bouajjani, Luká? Holík, Zhilin Wu 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (442 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v13505 311 08$aPrint version: Bouajjani, Ahmed Automated Technology for Verification and Analysis Cham : Springer International Publishing AG,c2022 9783031199912 327 $aInvited Paper -- Learning Monitorable Operational Design Domains for Assured Autonomy -- Reinforcement Learning -- Dynamic Shielding for Reinforcement Learning in Black-Box Environments -- An Impossibility Result in Automata-Theoretic Reinforcement Learning -- Reusable Contracts for Safe Integration of Reinforcement Learning in Hybrid Systems -- Program Analysis and Verification -- SISL: Concolic Testing of Structured Binary Input Formats via Partial Specification -- Fence Synthesis under the C11 Memory Model -- Checking Scheduling-induced Violations of Control Safety Properties -- Symbolic Runtime Verification for Monitoring under Uncertainties and Assumptions -- SMT and Verification -- Handling Polynomial and Transcendental Functions in SMT via Unconstrained Optimisation and Topological Degree Test -- Verification of SMT Systems with Quantifiers -- Projected Model Counting: Beyond Independent Support -- Automata and Applications -- Minimization of Automata for Liveness Languages -- Temporal Causality in Reactive Systems -- PDAAAL: A Library for Reachability Analysis of Weighted Pushdown Systems -- Active Learning -- Learning Deterministic One-Clock Timed Automata via Mutation Testing -- Active Learning of One-Clock Timed Automata using Constraint Solving -- Learning and Characterizing Fully-Ordered Lattice Automata -- Probabilistic and Stochastic Systems -- Optimistic and Topological Value Iteration for Simple Stochastic Games -- Alternating Good-for-MDPs Automata -- PET - A Partial Exploration Tool for Probabilistic Verification -- STOMPC: Stochastic Model-Predictive Control with Uppaal Stratego -- Synthesis and Repair -- Synthesis of Parametric Hybrid Automata from Time Series -- Optimal Repair For Omega-regular Properties -- Repairing Real-Time Requirements -- Verification of Neural Networks -- An Abstraction-Refinement Approach to Verifying Convolutional Neural Networks -- Prioritizing Corners in OoD Detectors via Symbolic String Manipulation -- POLAR: A Polynomial Arithmetic Framework for Verifying Neural-Network Controlled Systems. 330 $aThis book constitutes the refereed proceedings of the 20th International Symposium on Automated Technology for Verification and Analysis, ATVA 2022, held in Beiging, China in October 2022. The symposium is dedicated to promoting research in theoretical and practical aspects of automated analysis, verification and synthesis by providing an international venue for the researchers to present new results. The 21 regular papers presented together with 5 tool papers and 1 invited paper were carefully reviewed and selected from 81 submissions. The papers are divided into the following topical sub-headings: reinforcement learning; program analysis and verification; smt and verification; automata and applications; active learning; probabilistic and stochastic systems; synthesis and repair; and verification of neural networks. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v13505 606 $aSoftware engineering 606 $aComputer engineering 606 $aComputer networks 606 $aComputers 606 $aComputer science 606 $aArtificial intelligence 606 $aSoftware Engineering 606 $aComputer Engineering and Networks 606 $aComputer Hardware 606 $aComputer Engineering and Networks 606 $aTheory of Computation 606 $aArtificial Intelligence 615 0$aSoftware engineering. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aComputers. 615 0$aComputer science. 615 0$aArtificial intelligence. 615 14$aSoftware Engineering. 615 24$aComputer Engineering and Networks. 615 24$aComputer Hardware. 615 24$aComputer Engineering and Networks. 615 24$aTheory of Computation. 615 24$aArtificial Intelligence. 676 $a511.3 702 $aHoli?k$b Luka?s 702 $aBouajjani$b Ahmed 702 $aWu$b Zhilin 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910620200703321 996 $aAutomated Technology for Verification and Analysis$9772478 997 $aUNINA