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Paper · arXiv

Learning to adapt GR(1) specifications through degradation

Reactive synthesis is a powerful tool for generating correct-by-construction controllers from formal specifications. GR(1) is an assume-guarantee specification framework that enables efficient synthesis, allowing synthesised controllers to be used in a wide array of applications. The limitation of such controllers is that, should they encounter environment behaviour unspecified in the assumptions of the specification, the specified system guarantees are no longer ensured. Our work proposes an approach based on oracle-guided inductive synthesis to adapt the specification to be consistent with the observed assumption violation, while degrading system guarantees as little as possible to main...

AuthorsTiberiu-Andrei Georgescu, Dalal Alrajeh, Sebastian Uchitel
Primary categorycs.SE
Published10 September 2026
Last updated at source10 September 2026
cs.SEcs.AIcs.LO
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