Pith Number

pith:OZIHNZPC

pith:2024:OZIHNZPCQMQ6K3O5PP3DBUSWII

not attested not anchored not stored refs pending

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient

Maximilian Weininger, Patrick Wienh\"oft, Tobias Meggendorfer

arxiv:2412.10185 v1 · 2024-12-13 · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZIHNZPCQMQ6K3O5PP3DBUSWII}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Missingness-MDPs: Bridging the Theory of Missing Data and POMDPs

Receipt and verification

First computed	2026-07-05T09:48:48.345724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

765076e5e28321e56ddd7bf630d256423c82e049b7dac15b5da77508a5d43462

Aliases

arxiv: 2412.10185 · arxiv_version: 2412.10185v1 · doi: 10.48550/arxiv.2412.10185 · pith_short_12: OZIHNZPCQMQ6 · pith_short_16: OZIHNZPCQMQ6K3O5 · pith_short_8: OZIHNZPC

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/OZIHNZPCQMQ6K3O5PP3DBUSWII \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 765076e5e28321e56ddd7bf630d256423c82e049b7dac15b5da77508a5d43462

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e19cd316df9c9d5bf3781e4e6f1b81b267821a7b3799d7c281babaf54972e012",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-13T14:55:48Z",
    "title_canon_sha256": "6bc864b02722edd25a13dbe2c901c0ccb6e5dd20f27692170673a0b561bca38a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10185",
    "kind": "arxiv",
    "version": 1
  }
}