Search Results for author: Florin Manea

Found 2 papers, 1 papers with code

Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

1 code implementation30 Jan 2024 Zhengyang Lu, Stefan Siemer, Piyush Jha, Joel Day, Florin Manea, Vijay Ganesh

Our method treats strategy synthesis as a sequential decision-making process, whose search tree corresponds to the strategy space, and employs MCTS to navigate this vast search space.

Decision Making Efficient Exploration +1

String Theories involving Regular Membership Predicates: From Practice to Theory and Back

no code implementations15 May 2021 Murphy Berzish, Joel D. Day, Vijay Ganesh, Mitja Kulczynski, Florin Manea, Federico Mora, Dirk Nowotka

Designing an algorithm for the (generally undecidable) satisfiability problem for systems of string constraints requires a thorough understanding of the structure of constraints present in the targeted cases.

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