Pith Number

pith:F3CU3RYG

pith:2026:F3CU3RYGE3DX3XJS5NT55LUBWD

not attested not anchored not stored refs pending

Full Bayesian Reinforcement Learning via LF-IBIS

Cecilia Viscardi, Michela Baccini, Stefano Masini

arxiv:2607.01741 v1 · 2026-07-02 · stat.ML · 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{F3CU3RYGE3DX3XJS5NT55LUBWD}

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	2026-07-03T01:17:28.275680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ec54dc70626c77ddd32eb67deae81b0d8ab958fc0349db475d1178847dfd9d0

Aliases

arxiv: 2607.01741 · arxiv_version: 2607.01741v1 · doi: 10.48550/arxiv.2607.01741 · pith_short_12: F3CU3RYGE3DX · pith_short_16: F3CU3RYGE3DX3XJS · pith_short_8: F3CU3RYG

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/F3CU3RYGE3DX3XJS5NT55LUBWD \
  | 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: 2ec54dc70626c77ddd32eb67deae81b0d8ab958fc0349db475d1178847dfd9d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a62d605f9e1020d0b9bd5095ca9a63583466cf05262f4daf6bd2e01262917acb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-02T05:54:01Z",
    "title_canon_sha256": "3ac74984c37289544e66b1ad626fac3993373ea37363deca183c5fee869d786e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01741",
    "kind": "arxiv",
    "version": 1
  }
}