The authors introduce PriTL, an algorithm that infers concise PLTL formulas separating positive from negative Markov chains, with soundness proofs and demonstrations on RL policies and protocol variants.
A decision tree approach to data classification using signal temporal logic
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Learning Probabilistic Temporal Logic Specifications for Stochastic Systems
The authors introduce PriTL, an algorithm that infers concise PLTL formulas separating positive from negative Markov chains, with soundness proofs and demonstrations on RL policies and protocol variants.