Titlebook: Computer Aided Verification; 36th International C Arie Gurfinkel,Vijay Ganesh Conference proceedings‘‘‘‘‘‘‘‘ 2024 The Editor(s) (if applica

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Streaming Adaptive Submodular Maximizationmes need to be able to construct intricate arguments to establish the existence of winning strategies. Often, large problem instances require prohibitively complex arguments. Therefore, techniques that identify smaller and simpler sub-problems and exploit the respective results for the given game-so

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endocardium

Jianer Chen,Minjie Huang,Yin Guocess can be characterized as . reinforcement learning, as it deals with explicit states and concrete transitions. Building upon the concept of symbolic model checking, we propose a . variant of reinforcement learning, in which sets of states are represented through predicates and transitions are rep

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Finding Signals in DNA Sequencesn problem. We implement the first GPU-based LTL learner using a novel form of enumerative program synthesis. The learner is sound and complete. Our benchmarks indicate that it handles traces at least 2048 times more numerous, and on average at least 46 times faster than existing state-of-the-art lea

Amendment

Algorithmic Aspects of Bioinformaticsres that an RL agent systematically explores its environment, adhering to safety properties throughout the learning process. VELM learns environment models as symbolic formulas and conducts formal reachability analysis over the learned models for safety verification. An online shielding layer is the

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Scaling Out to Become Doctrinalems. The techniques require formal specs, however, and writing right specs is still a practical challenge. Commonly one relies on .—i.e. automatic generation of a signal that satisfies a given spec—to examine the meaning of a spec. In this work, motivated by 1) complex STL specs from an automotive s

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Algorithmic Aspects of Cloud Computing fields of dynamic systems analysis and control theory as it provides a reliable estimation of the set of states that a system can reach from given initial states at a specific time instant. In this paper, we study the inner-approximate reachability analysis problem based on the set-boundary reachab