Pith Number

pith:JA3C36YC

pith:2019:JA3C36YCRFBTC6BUTALVQO2JGA

not attested not anchored not stored refs pending

Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs

Aldo A. Faisal, Luchen Li, Matthieu Komorowski

arxiv:1905.07465 v1 · 2019-05-17 · 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{JA3C36YCRFBTC6BUTALVQO2JGA}

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.

Receipt and verification

First computed	2026-05-17T23:45:51.296527Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48362dfb0289433178349817583b493025bbe0b7dd9d0511450c689d1ed65d44

Aliases

arxiv: 1905.07465 · arxiv_version: 1905.07465v1 · doi: 10.48550/arxiv.1905.07465 · pith_short_12: JA3C36YCRFBT · pith_short_16: JA3C36YCRFBTC6BU · pith_short_8: JA3C36YC

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/JA3C36YCRFBTC6BUTALVQO2JGA \
  | 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: 48362dfb0289433178349817583b493025bbe0b7dd9d0511450c689d1ed65d44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6812b6450f4bb191ef83d71f29f613ac57c9acb7d1d352247975dd7805112ca7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-05-17T20:33:21Z",
    "title_canon_sha256": "78bc8775bf87432b5433259f929aa77ffb7a14b72c68fec6b16f1b547ed53f0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.07465",
    "kind": "arxiv",
    "version": 1
  }
}