Pith Number

pith:HAM6EOPN

pith:2024:HAM6EOPNJZMORZD6MK4BFYIJAA

not attested not anchored not stored refs pending

Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms

Hongyao Tang, Jianye Hao, Ke Tang, Pengyi Li, Xian Fu, Yan Zheng

arxiv:2401.11963 v5 · 2024-01-22 · cs.NE · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HAM6EOPNJZMORZD6MK4BFYIJAA}

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	2026-05-26T01:03:08.091706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3819e239ed4e58e8e47e62b812e109003be8bf4c91ecd57544d8f1ad54dfb728

Aliases

arxiv: 2401.11963 · arxiv_version: 2401.11963v5 · doi: 10.48550/arxiv.2401.11963 · pith_short_12: HAM6EOPNJZMO · pith_short_16: HAM6EOPNJZMORZD6 · pith_short_8: HAM6EOPN

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/HAM6EOPNJZMORZD6MK4BFYIJAA \
  | 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: 3819e239ed4e58e8e47e62b812e109003be8bf4c91ecd57544d8f1ad54dfb728

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f022e6d4de47a0c6241a9349b4bb97d760a26a5147cde70b0784d66679ad234f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-01-22T14:06:37Z",
    "title_canon_sha256": "db4b7925258e7bfdb1d32fe1aae40bba63aa39c6616f8e11d40c987c16af518e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.11963",
    "kind": "arxiv",
    "version": 5
  }
}