Pith Number

pith:LBKI7ZK2

pith:2016:LBKI7ZK2RI44KRZVZZJCAN7V66

not attested not anchored not stored refs pending

Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data

Antonio Liotta, Decebal Constantin Mocanu, Eric Eaton, Maria Torres Vega, Peter Stone

arxiv:1610.05555 v1 · 2016-10-18 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LBKI7ZK2RI44KRZVZZJCAN7V66}

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	2026-05-18T01:01:59.009624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58548fe55a8a39c54735ce522037f5f790388911ee1f940d3e5ab1ecaf417475

Aliases

arxiv: 1610.05555 · arxiv_version: 1610.05555v1 · doi: 10.48550/arxiv.1610.05555 · pith_short_12: LBKI7ZK2RI44 · pith_short_16: LBKI7ZK2RI44KRZV · pith_short_8: LBKI7ZK2

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/LBKI7ZK2RI44KRZVZZJCAN7V66 \
  | 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: 58548fe55a8a39c54735ce522037f5f790388911ee1f940d3e5ab1ecaf417475

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b7ae895666650cddfd45ecf42b9c7b8f3ff2a3bbfb89ca1d058dfda2700e6bf",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-10-18T12:06:14Z",
    "title_canon_sha256": "cb07924361e2c4c8e8040e6a8faf1f35ea9d3fcf8fe32389028d4b1cd24f9fae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.05555",
    "kind": "arxiv",
    "version": 1
  }
}