Pith Number

pith:NKAQZTYF

pith:2022:NKAQZTYFAOTVSV4TL767MFJECK

not attested not anchored not stored refs pending

Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems

Antoine Cully, Arthur Flajolet, Felix Chalumeau, Karim Beguir, Nicolas Perrin-Gilbert, Thomas Pierrot, Valentin Mac\'e

arxiv:2211.13742 v2 · 2022-11-24 · cs.NE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NKAQZTYFAOTVSV4TL767MFJECK}

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	2026-07-05T06:48:46.260714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a810ccf0503a75957935ffdf6152412854980aa84c5f6dc03144625672ee9f4

Aliases

arxiv: 2211.13742 · arxiv_version: 2211.13742v2 · doi: 10.48550/arxiv.2211.13742 · pith_short_12: NKAQZTYFAOTV · pith_short_16: NKAQZTYFAOTVSV4T · pith_short_8: NKAQZTYF

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/NKAQZTYFAOTVSV4TL767MFJECK \
  | 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: 6a810ccf0503a75957935ffdf6152412854980aa84c5f6dc03144625672ee9f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2aaf28e67e984bef4f8ed5fb36bdb5b093f5c027499d55fcd2c77585f4972a98",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2022-11-24T18:04:12Z",
    "title_canon_sha256": "b3402bc916aa0451c53156bafe655e71e6dfc589d72ef949c79b0392206f5200"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.13742",
    "kind": "arxiv",
    "version": 2
  }
}