Pith Number

pith:EOEB3KQR

pith:2024:EOEB3KQRUT473FPCCJU7W6URKE

not attested not anchored not stored refs pending

QGFN: Controllable Greediness with Action Values

Doina Precup, Elaine Lau, Emmanuel Bengio, Ling Pan, Stephen Zhewen Lu

arxiv:2402.05234 v3 · 2024-02-07 · 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{EOEB3KQRUT473FPCCJU7W6URKE}

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	2026-07-05T09:29:26.080127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23881daa11a4f9fd95e21269fb7a9151253014f1a4f4ab75b9517cb671cfd81b

Aliases

arxiv: 2402.05234 · arxiv_version: 2402.05234v3 · doi: 10.48550/arxiv.2402.05234 · pith_short_12: EOEB3KQRUT47 · pith_short_16: EOEB3KQRUT473FPC · pith_short_8: EOEB3KQR

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/EOEB3KQRUT473FPCCJU7W6URKE \
  | 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: 23881daa11a4f9fd95e21269fb7a9151253014f1a4f4ab75b9517cb671cfd81b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4eee16b79420fd954088e44cd85fcb0b4341067a38806144ed1769d8ce7874ec",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-07T20:14:22Z",
    "title_canon_sha256": "99933b50212ed447d4074c88ff7060d1f4fa9bedf8a10513d9b4a18d6e6cd7cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05234",
    "kind": "arxiv",
    "version": 3
  }
}