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dtNEST - #99

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TheGreatfpmK wants to merge 4 commits into
randriu:masterfrom
TheGreatfpmK:dtnest
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dtNEST#99
TheGreatfpmK wants to merge 4 commits into
randriu:masterfrom
TheGreatfpmK:dtnest

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@TheGreatfpmK

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This update add our UAI'25 algorithm dtNEST into PAYNT. This PR is from the new series of making sure our algorithms make sense in our file structure :D

This PR adds:

  • dtNest and related features like:
    • parsing of dtControl trees
    • subtree manipulation for DecisionTree class
    • export of schedulers with only relevant states
    • dtControl dependency (TODO)

Still TODO:

  • update dependencies to include dtControl, this will require new update for dtControl (I will ask Debraj)
  • cleanup the dtNest file
  • add CLI option for dtNest
  • potentially split away dtNest only stuff from MdpQuotient? Discuss new file structure.

@TheGreatfpmK

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Converting to draft. We will support dtNEST without dtControl for now,

@TheGreatfpmK
TheGreatfpmK marked this pull request as draft May 18, 2026 07:08
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