Titlebook: Bridging the Gap Between AI and Reality; First International Bernhard Steffen Conference proceedings 2024 The Editor(s) (if applicable) an

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Welcome Remarks from AISoLA 2023/Track C2 ChairsWe are happy to present the proceedings of AISoLA’s Track C2: ..

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Optimized Smart SamplingWe revisit the principle of Smart Sampling which makes it possible to apply Statistical Model Checking on stochastic and non-deterministic systems. We point out difficulties in the design of the initial algorithm and we propose effective solutions to solve them. Our contributions are implemented in the Plasma tool.

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978-3-031-46001-2The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl

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https://doi.org/10.1007/978-3-8351-9089-4al “explanation” for a decision is a chronicle of the steps used to arrive at the decision. Herb Simon’s “bounded rationality” is the observation that the ability of a human brain to handle algorithmic complexity and data is limited. As a consequence, human decision-making in complex cases mixes som

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,Best Practices aus ausgewählten Industrien,nges. Among the challenges, it is known that a rigorous, yet practical, way of achieving safety guarantees is one of the most prominent. In this paper, we first discuss the engineering and research challenges associated with the design and verification of such systems. Then, based on the observation

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https://doi.org/10.1007/978-3-8349-8649-8s. Subsequently, the DeepAbstraction algorithm has recently become one of the leading techniques in this area. It employs a box-abstraction concept, the efficiency of which depends on the tau parameter, the clustering parameter, that influences the size of these boxes. The conclusion of the previous

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