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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 29 / No.1: The Twenty-Ninth Conference on Artificial Intelligence

SAT-Based Strategy Extraction in Reachability Games

March 8, 2023

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Authors

Niklas Een

University of California, Berkeley


Alexander Legg

NICTA and UNSW Australia


Nina Narodytska

University of Toronto and NICTA


Leonid Ryzhyk

Carnegie Mellon University


DOI:

10.1609/aaai.v29i1.9752


Abstract:

Reachability games are a useful formalism for the synthesis of reactive systems. Solving a reachability game involves (1) determining the winning player and (2) computing a winning strategy that determines the winning player's action in each state of the game. Recently, a new family of game solvers has been proposed, which rely on counterexample-guided search to compute winning sequences of actions represented as an abstract game tree. While these solvers have demonstrated promising performance in solving the winning determination problem, they currently do not support strategy extraction. We present the first strategy extraction algorithm for abstract game tree-based game solvers. Our algorithm performs SAT encoding of the game abstraction produced by the winner determination algorithm and uses interpolation to compute the strategy. Our experimental results show that our approach performs well on a number of software synthesis benchmarks.

Topics: AAAI

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HOW TO CITE:

Niklas Een|| Alexander Legg|| Nina Narodytska|| Leonid Ryzhyk SAT-Based Strategy Extraction in Reachability Games Proceedings of the AAAI Conference on Artificial Intelligence, 29 (2015) .

Niklas Een|| Alexander Legg|| Nina Narodytska|| Leonid Ryzhyk SAT-Based Strategy Extraction in Reachability Games AAAI 2015, .

Niklas Een|| Alexander Legg|| Nina Narodytska|| Leonid Ryzhyk (2015). SAT-Based Strategy Extraction in Reachability Games. Proceedings of the AAAI Conference on Artificial Intelligence, 29, .

Niklas Een|| Alexander Legg|| Nina Narodytska|| Leonid Ryzhyk. SAT-Based Strategy Extraction in Reachability Games. Proceedings of the AAAI Conference on Artificial Intelligence, 29 2015 p..

Niklas Een|| Alexander Legg|| Nina Narodytska|| Leonid Ryzhyk. 2015. SAT-Based Strategy Extraction in Reachability Games. "Proceedings of the AAAI Conference on Artificial Intelligence, 29". .

Niklas Een|| Alexander Legg|| Nina Narodytska|| Leonid Ryzhyk. (2015) "SAT-Based Strategy Extraction in Reachability Games", Proceedings of the AAAI Conference on Artificial Intelligence, 29, p.

Niklas Een|| Alexander Legg|| Nina Narodytska|| Leonid Ryzhyk, "SAT-Based Strategy Extraction in Reachability Games", AAAI, p., 2015.

Niklas Een|| Alexander Legg|| Nina Narodytska|| Leonid Ryzhyk. "SAT-Based Strategy Extraction in Reachability Games". Proceedings of the AAAI Conference on Artificial Intelligence, 29, 2015, p..

Niklas Een|| Alexander Legg|| Nina Narodytska|| Leonid Ryzhyk. "SAT-Based Strategy Extraction in Reachability Games". Proceedings of the AAAI Conference on Artificial Intelligence, 29, (2015): .

Niklas Een|| Alexander Legg|| Nina Narodytska|| Leonid Ryzhyk. SAT-Based Strategy Extraction in Reachability Games. AAAI[Internet]. 2015[cited 2023]; .


ISSN: 2374-3468


Published by AAAI Press, Palo Alto, California USA
Copyright 2022, Association for the Advancement of
Artificial Intelligence 1900 Embarcadero Road, Suite
101, Palo Alto, California 94303 All Rights Reserved

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