Pith Number

pith:HEILT34S

pith:2024:HEILT34S5LFSHNIR3XFQG4TQPI

not attested not anchored not stored refs pending

Fault Identification Enhancement with Reinforcement Learning (FIERL)

Davide Sartor, Gian Antonio Susto, Simone Del Favero, Valentina Zaccaria

arxiv:2405.04938 v1 · 2024-05-08 · 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{HEILT34S5LFSHNIR3XFQG4TQPI}

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	2026-07-05T08:16:56.336534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3910b9ef92eacb23b511ddcb0372707a221adc2c823366e598e36df16ada10bb

Aliases

arxiv: 2405.04938 · arxiv_version: 2405.04938v1 · doi: 10.48550/arxiv.2405.04938 · pith_short_12: HEILT34S5LFS · pith_short_16: HEILT34S5LFSHNIR · pith_short_8: HEILT34S

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/HEILT34S5LFSHNIR3XFQG4TQPI \
  | 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: 3910b9ef92eacb23b511ddcb0372707a221adc2c823366e598e36df16ada10bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14336137daa279d9838cf3e3fb56fc590510604f679181bdaa561310296827ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-08T10:10:24Z",
    "title_canon_sha256": "b4d95f1d80607c1f7226078f8f24b5889ec94522a5aa6684a6f86bbf06f1ae23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.04938",
    "kind": "arxiv",
    "version": 1
  }
}