Pith Number

pith:CG37VPBF

pith:2024:CG37VPBFOQNP566ZMN6HYHBRCZ

not attested not anchored not stored refs pending

Phasic Diversity Optimization for Population-Based Reinforcement Learning

Chuanlu Jiang, Haiyin Piao, Jingcheng Jiang, Xin Yang, Yihang Hao, Yu Fu, Ziqi Wei

arxiv:2403.11114 v1 · 2024-03-17 · cs.LG · 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{CG37VPBFOQNP566ZMN6HYHBRCZ}

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	2026-07-05T07:57:11.845265Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11b7fabc25741afefbd9637c7c1c311671be50a46a85b8be723b66087c6c0e1c

Aliases

arxiv: 2403.11114 · arxiv_version: 2403.11114v1 · doi: 10.48550/arxiv.2403.11114 · pith_short_12: CG37VPBFOQNP · pith_short_16: CG37VPBFOQNP566Z · pith_short_8: CG37VPBF

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/CG37VPBFOQNP566ZMN6HYHBRCZ \
  | 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: 11b7fabc25741afefbd9637c7c1c311671be50a46a85b8be723b66087c6c0e1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "445e8ca55ace006a49489999b3234965445313dd3f8bc68956a5bb69299aefe1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-17T06:41:09Z",
    "title_canon_sha256": "7a50fddb0dc2df3622b9eab8753f4c66e908578b9ff3721ac92521c9b6ecaa44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11114",
    "kind": "arxiv",
    "version": 1
  }
}