Guessing winning policies in LTL synthesis by semantic learning

J Křetínský, T Meggendorfer, M Prokop… - … Conference on Computer …, 2023 - Springer
We provide a learning-based technique for guessing a winning strategy in a parity game
originating from an LTL synthesis problem. A cheaply obtained guess can be useful in …

Synthesizing permissive winning strategy templates for parity games

A Anand, SP Nayak, AK Schmuck - International Conference on Computer …, 2023 - Springer
We present a novel method to compute permissive winning strategies in two-player games
over finite graphs with ω-regular winning conditions. Given a game graph G and a parity …

Checking and sketching causes on temporal sequences

R Beutner, B Finkbeiner, H Frenkel, J Siber - International Symposium on …, 2023 - Springer
Temporal causality describes what concrete input behavior is responsible for some
observed output behavior on a trace of a reactive system, and can be used to, eg, generate …

Acacia-bonsai: a modern implementation of downset-based LTL realizability

M Cadilhac, GA Pérez - International Conference on Tools and Algorithms …, 2023 - Springer
We describe our implementation of downset-manipulating algorithms used to solve the
realizability problem for linear temporal logic (LTL). These algorithms were introduced by …

SemML: Enhancing Automata-Theoretic LTL Synthesis with Machine Learning

J Kretinsky, T Meggendorfer, M Prokop… - arxiv preprint arxiv …, 2025 - arxiv.org
Synthesizing a reactive system from specifications given in linear temporal logic (LTL) is a
classical problem, finding its applications in safety-critical systems design. We present our …

Synthesis of Universal Safety Controllers

B Finkbeiner, N Metzger, SP Nayak… - arxiv preprint arxiv …, 2025 - arxiv.org
The goal of logical controller synthesis is to automatically compute a control strategy that
regulates the discrete, event-driven behavior of a given plant st a temporal logic …