Pith Number

pith:F22A4W7L

pith:2017:F22A4W7LGHU6CITUKYXD7OT34T

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Sepsis Treatment

Aniruddh Raghu, Imran Ahmed, Leo Celi, Marzyeh Ghassemi, Matthieu Komorowski, Peter Szolovits

arxiv:1711.09602 v1 · 2017-11-27 · 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{F22A4W7LGHU6CITUKYXD7OT34T}

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

4 papers in Pith

On Safer Reinforcement Learning for Sedation and Analgesia in Intensive Care

Treatment, evidence, imitation, and chat

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

An adaptive variance estimator for relative sparsity

Receipt and verification

First computed	2026-05-18T00:29:35.025544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2eb40e5beb31e9e12274562e3fba7be4d5cb8908fe512b1abb773fb7f7fa9976

Aliases

arxiv: 1711.09602 · arxiv_version: 1711.09602v1 · doi: 10.48550/arxiv.1711.09602 · pith_short_12: F22A4W7LGHU6 · pith_short_16: F22A4W7LGHU6CITU · pith_short_8: F22A4W7L

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/F22A4W7LGHU6CITUKYXD7OT34T \
  | 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: 2eb40e5beb31e9e12274562e3fba7be4d5cb8908fe512b1abb773fb7f7fa9976

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b47eeaafe8d2f03b6d144a6ec6694bb5cc7d60c2d484149c042455986bc12d8b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-11-27T09:49:57Z",
    "title_canon_sha256": "cb64d44e7b85b8832724c7a0105d8785dab7842f601631755ea01b04b7c76c83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.09602",
    "kind": "arxiv",
    "version": 1
  }
}