Pith Number

pith:KRGA2HVN

pith:2018:KRGA2HVNLI4R34SAHB4MOJA6MN

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data

Brent Logan, Jian Tang, Ning Liu, Yanzhi Wang, Ying Liu, Zhiyuan Xu

arxiv:1801.09271 v1 · 2018-01-28 · 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{KRGA2HVNLI4R34SAHB4MOJA6MN}

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	2026-05-18T00:24:57.983935Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

544c0d1ead5a391df2403878c7241e637defb1eae9a7a25214522c8a2ad7238c

Aliases

arxiv: 1801.09271 · arxiv_version: 1801.09271v1 · doi: 10.48550/arxiv.1801.09271 · pith_short_12: KRGA2HVNLI4R · pith_short_16: KRGA2HVNLI4R34SA · pith_short_8: KRGA2HVN

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/KRGA2HVNLI4R34SAHB4MOJA6MN \
  | 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: 544c0d1ead5a391df2403878c7241e637defb1eae9a7a25214522c8a2ad7238c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ae4ae3c39b4fc564797f1b4e714c28efb2ee08c21c6db0fff94762503180085",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-01-28T19:29:50Z",
    "title_canon_sha256": "67063d5d5441831987a0ae3f3dd6b6d1154776e559bcba64052b88f3762f130a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.09271",
    "kind": "arxiv",
    "version": 1
  }
}