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Dave Parker

1 accepted papers

2025

Learning Probabilistic Temporal Logic Specifications for Stochastic Systems

IJCAI 2025

There has been substantial progress in the inference of formal behavioural specifications from sample trajectories, for example using Linear Temporal Logic (LTL). However, these techniques cannot handle specifications that correctly characterise systems with stochastic behaviour, which occur commonl