Pith Number

pith:S6GRUA25

pith:2024:S6GRUA25CANHG7XC2S26HVHNMN

not attested not anchored not stored refs pending

Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning

Hongshu Guo, Jiacheng Chen, Yining Ma, Yue-Jiao Gong, Zeyuan Ma

arxiv:2404.08239 v1 · 2024-04-12 · 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{S6GRUA25CANHG7XC2S26HVHNMN}

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	2026-07-05T08:07:19.643018Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

978d1a035d101a737ee2d4b5e3d4ed637934563364f807fd6a0fafdd01b53d5c

Aliases

arxiv: 2404.08239 · arxiv_version: 2404.08239v1 · doi: 10.48550/arxiv.2404.08239 · pith_short_12: S6GRUA25CANH · pith_short_16: S6GRUA25CANHG7XC · pith_short_8: S6GRUA25

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/S6GRUA25CANHG7XC2S26HVHNMN \
  | 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: 978d1a035d101a737ee2d4b5e3d4ed637934563364f807fd6a0fafdd01b53d5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82f354e05b654294c5c2cb00d7895e2a014c8b2d9133d1838ed92c34d608d474",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-04-12T04:48:32Z",
    "title_canon_sha256": "85786ff780bf1e39f4428f8e48f0bb532e22c69ce8c8563dc10385a494305efa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.08239",
    "kind": "arxiv",
    "version": 1
  }
}