Pith Number

pith:I3VLMFEI

pith:2023:I3VLMFEIC4TIDAJRPHPOPYXGAV

not attested not anchored not stored refs pending

Fractal Landscapes in Policy Optimization

Sicun Gao, Sylvia Herbert, Tao Wang

arxiv:2310.15418 v1 · 2023-10-24 · 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{I3VLMFEIC4TIDAJRPHPOPYXGAV}

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	2026-07-05T07:35:40.562519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46eab61488172681813179dee7e2e6054a2f19a0be5dbd659931ccd32f2acad5

Aliases

arxiv: 2310.15418 · arxiv_version: 2310.15418v1 · doi: 10.48550/arxiv.2310.15418 · pith_short_12: I3VLMFEIC4TI · pith_short_16: I3VLMFEIC4TIDAJR · pith_short_8: I3VLMFEI

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/I3VLMFEIC4TIDAJRPHPOPYXGAV \
  | 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: 46eab61488172681813179dee7e2e6054a2f19a0be5dbd659931ccd32f2acad5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfffe22fd2c3c7aa338f189ba0cb113def12efa7b3688387c2bb35868e952eb4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-24T00:22:19Z",
    "title_canon_sha256": "ffc311654196fc93f78f0dc4c19f6b0d6483717e85e86085f0ef9308a685be11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15418",
    "kind": "arxiv",
    "version": 1
  }
}