Pith Number

pith:ATU4J2EF

pith:2022:ATU4J2EFFV55QBBYHV4BVQQFGI

not attested not anchored not stored refs pending

Benchmarking Quality-Diversity Algorithms on Neuroevolution for Reinforcement Learning

Antoine Cully, Bryan Lim, Luca Grillotti, Manon Flageat, Maxime Allard, Sim\'on C. Smith

arxiv:2211.02193 v1 · 2022-11-04 · cs.NE · cs.AI · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ATU4J2EFFV55QBBYHV4BVQQFGI}

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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

1 paper in Pith

DEI: Diversity in Evolutionary Inference for Quality-Diversity Search

Receipt and verification

First computed	2026-07-05T05:13:12.664790Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04e9c4e8852d7bd804383d781ac205321f2afdb309ba134ba9199872b46b1617

Aliases

arxiv: 2211.02193 · arxiv_version: 2211.02193v1 · doi: 10.48550/arxiv.2211.02193 · pith_short_12: ATU4J2EFFV55 · pith_short_16: ATU4J2EFFV55QBBY · pith_short_8: ATU4J2EF

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/ATU4J2EFFV55QBBYHV4BVQQFGI \
  | 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: 04e9c4e8852d7bd804383d781ac205321f2afdb309ba134ba9199872b46b1617

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83407967b1cd6e0dabd57b5b9fb19cc9c7123041abad33d9471f787a551a08fd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2022-11-04T00:14:42Z",
    "title_canon_sha256": "691ebfedf4109fdb40e2cd1c89e68d83b2277d93859e0ded94ccdb1a3be9ae2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.02193",
    "kind": "arxiv",
    "version": 1
  }
}