On the Termination Problem for Probabilistic Higher-Order Recursive Programs

@article{Kobayashi2019OnTT,
  title={On the Termination Problem for Probabilistic Higher-Order Recursive Programs},
  author={N. Kobayashi and Ugo Dal Lago and Charles Grellois},
  journal={2019 34th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS)},
  year={2019},
  pages={1-14}
}
In the last two decades, there has been much progress on model checking of both probabilistic systems and higher-order programs. In spite of the emergence of higherorder probabilistic programming languages, not much has been done to combine those two approaches. As a first step towards model checking of probabilistic higher-order programs, we introduce PHORS, a probabilistic extension of higher-order recursion schemes (HORS), as a model of probabilistic higherorder programs. The model of PHORS… Expand
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