Symbolic LTLf Synthesis

May 23, 2017 ยท The Ethereal ยท ๐Ÿ› International Joint Conference on Artificial Intelligence

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Shufang Zhu, Lucas M. Tabajara, Jianwen Li, Geguang Pu, Moshe Y. Vardi arXiv ID 1705.08426 Category cs.LO: Logic in CS Cross-listed cs.AI Citations 93 Venue International Joint Conference on Artificial Intelligence Last Checked 1 month ago
Abstract
LTLf synthesis is the process of finding a strategy that satisfies a linear temporal specification over finite traces. An existing solution to this problem relies on a reduction to a DFA game. In this paper, we propose a symbolic framework for LTLf synthesis based on this technique, by performing the computation over a representation of the DFA as a boolean formula rather than as an explicit graph. This approach enables strategy generation by utilizing the mechanism of boolean synthesis. We implement this symbolic synthesis method in a tool called Syft, and demonstrate by experiments on scalable benchmarks that the symbolic approach scales better than the explicit one.
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