Playing Games with your PET: Extending the Partial Exploration Tool to Stochastic Games

Tobias Meggendorfer, Maximilian Weininger
5/6/2024
eess.SYcs.AIcs.GT

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Abstract

We present version 2.0 of the Partial Exploration Tool (PET), a tool for verification of probabilistic systems. We extend the previous version by adding support for stochastic games, based on a recent unified framework for sound value iteration algorithms. Thereby, PET2 is the first tool implementing a sound and efficient approach for solving stochastic games with objectives of the type reachability/safety and mean payoff. We complement this approach by developing and implementing a partial-exploration based variant for all three objectives. Our experimental evaluation shows that PET2 offers the most efficient partial-exploration based algorithm and is the most viable tool on SGs, even outperforming unsound tools.

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@article{meggendorfer2024playing,
  title  = {Playing Games with your PET: Extending the Partial Exploration Tool to Stochastic Games},
  author = {Tobias Meggendorfer and Maximilian Weininger},
  year   = {2024},
  eprint = {2405.03885},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2405.03885v2}
}

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