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Big POMDP update #39

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@TheGreatfpmK TheGreatfpmK commented Apr 19, 2024

Currently requires:

Summary of changes:

  • Added New SAYNT loop and its related features
  • Added alpha vector parsing and analysis
  • Added support for native discounting (added example property file for discounted specification)
  • Added models highlighting problems of SAYNT and SARSOP (used in CAV SI paper)
  • Improved export into Cassandra POMDP format, mainly for Pmax and Rmin properties
  • Added more options for Storm POMDP belief explorer

!!! Don't merge until I finish some QoL changes and until Storm/StormPy is also merged !!!

Still work in progress:

  • Add few CLI options that are more user friendly (--saynt, --new-saynt etc.)
  • Code quality in some files

Waiting for merge:

  • I will add dependence on Storm/StormPy pull requests here once they are up
  • Without the Storm merge it's not even possible to build Payntbind because of some references!

…-approximations from Storm first attempt (currently debugging)
TheGreatfpmK and others added 30 commits April 3, 2024 18:15
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