Pith Number

pith:FDVDXNMJ

pith:2018:FDVDXNMJD5GVRTH66VJHTE45CI

not attested not anchored not stored refs pending

Structure Learning of Deep Neural Networks with Q-Learning

Guoqiang Zhong, Wei Gao, Wencong Jiao

arxiv:1810.13155 v1 · 2018-10-31 · cs.LG · 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{FDVDXNMJD5GVRTH66VJHTE45CI}

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	2026-05-18T00:01:52.150140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28ea3bb5891f4d58ccfef55279939d121ce8d870b802e5ebb8f0af17681c5ee5

Aliases

arxiv: 1810.13155 · arxiv_version: 1810.13155v1 · doi: 10.48550/arxiv.1810.13155 · pith_short_12: FDVDXNMJD5GV · pith_short_16: FDVDXNMJD5GVRTH6 · pith_short_8: FDVDXNMJ

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/FDVDXNMJD5GVRTH66VJHTE45CI \
  | 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: 28ea3bb5891f4d58ccfef55279939d121ce8d870b802e5ebb8f0af17681c5ee5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc2014189271f00ee6500220e6c4b5971079749aa980622f059695e5436cb6c2",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-31T08:39:22Z",
    "title_canon_sha256": "4444cdcd3ad58b9ee6f156e27fd5946e9e5198302a686936f602ca45847036b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.13155",
    "kind": "arxiv",
    "version": 1
  }
}