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Titlebook: Automated Technology for Verification and Analysis; 20th International S Ahmed Bouajjani,Lukáš Holík,Zhilin Wu Conference proceedings 2022

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Resources for Global Ethics Educationquence of monitorable observations whether the system is about to exit the ODD. We particularly investigate the learning of optimal monitors based on counterexample-guided refinement and conformance testing. We evaluate the applicability of our approach on a case study from the domain of autonomous
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Global Effects of Environmental Pollutionns to scalar rewards exists” remained unresolved..This paper presents an impossibility result implying that any attempt to use Rabin automata directly (without extra memory) for model-free RL is bound to fail. To establish this result, we show a link between a class of automata enabling memoryless r
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S. Fred Singer (Deputy Assistant Secretary)ontract patterns. Our contract patterns together with the invariant derivation enable systematic reuse of manually defined hybrid contracts and invariants and reduce the manual effort of the deductive verification process for intelligent hybrid systems.
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https://doi.org/10.1007/978-3-662-46479-3rantees an upper bound of the projected model count. Theoretically, a UBS can be exponentially smaller than the smallest independent support. Our experiments show that even otherwise, UBS-based projected counting can be faster than independent support-based projected counting, while yielding bounds
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https://doi.org/10.1007/978-3-662-46479-3 languages in the classes. Our results refer to the basic minimization problem as well as to its extension to transition-based and GFG automata. In some cases, we provide bounds, and in others we provide connections between the different settings. Thus, our results are of practical interest and also
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Automated Technology for Verification and Analysis20th International S
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