Full LTL Synthesis over Infinite-state Arenas

July 19, 2023 ยท The Ethereal ยท ๐Ÿ› International Conference on Computer Aided Verification

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Shaun Azzopardi, Luca Di Stefano, Nir Piterman, Gerardo Schneider arXiv ID 2307.09776 Category cs.LO: Logic in CS Cross-listed cs.FL, cs.PL, eess.SY Citations 5 Venue International Conference on Computer Aided Verification Last Checked 2 months ago
Abstract
Recently, interest has increased in applying reactive synthesis to richer-than-Boolean domains. A major (undecidable) challenge in this area is to establish when certain repeating behaviour terminates in a desired state when the number of steps is unbounded. Existing approaches struggle with this problem, or can handle at most deterministic games with Bรผchi goals. This work goes beyond by contributing the first effectual approach to synthesis with full LTL objectives, based on Boolean abstractions that encode both safety and liveness properties of the underlying infinite arena. We take a CEGAR approach: attempting synthesis on the Boolean abstraction, checking spuriousness of abstract counterstrategies through invariant checking, and refining the abstraction based on counterexamples. We reduce the complexity, when restricted to predicates, of abstracting and synthesising by an exponential through an efficient binary encoding. This also allows us to eagerly identify useful fairness properties. Our discrete synthesis tool outperforms the state-of-the-art on linear integer arithmetic (LIA) benchmarks from literature, solving almost double as many syntesis problems as the current state-of-the-art. It also solves slightly more problems than the second-best realisability checker, in one-third of the time. We also introduce benchmarks with richer objectives that other approaches cannot handle, and evaluate our tool on them.
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