Pith Number

pith:XFJNST6C

pith:2018:XFJNST6CDU6VOXMLVX2WV6K6S7

not attested not anchored not stored refs pending

Model-Based Reinforcement Learning for Sepsis Treatment

Aniruddh Raghu, Matthieu Komorowski, Sumeetpal Singh

arxiv:1811.09602 v1 · 2018-11-23 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XFJNST6CDU6VOXMLVX2WV6K6S7}

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	2026-05-17T23:59:48.094124Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b952d94fc21d3d575d8badf56af95e97c6fe02931af25546b9176b8090d206b3

Aliases

arxiv: 1811.09602 · arxiv_version: 1811.09602v1 · doi: 10.48550/arxiv.1811.09602 · pith_short_12: XFJNST6CDU6V · pith_short_16: XFJNST6CDU6VOXML · pith_short_8: XFJNST6C

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/XFJNST6CDU6VOXMLVX2WV6K6S7 \
  | 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: b952d94fc21d3d575d8badf56af95e97c6fe02931af25546b9176b8090d206b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fc0ee94590e8fb1a27b830b1546ea8b1b2d7935019671787c3f868b611aebb0",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-23T18:57:30Z",
    "title_canon_sha256": "896aa20ea322508d1a4a35e2cce49b76c1445a4b938d69e914236bba837c319e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.09602",
    "kind": "arxiv",
    "version": 1
  }
}