Pith Number

pith:BNJCYQLU

pith:2025:BNJCYQLUKXN6WHJZ6XOPC7W2Y5

not attested not anchored not stored refs pending

EVAL: EigenVector-based Average-reward Learning

Jacob Adamczyk, Rahul V. Kulkarni, Stas Tiomkin, Volodymyr Makarenko

arxiv:2501.09770 v1 · 2025-01-15 · 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{BNJCYQLUKXN6WHJZ6XOPC7W2Y5}

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	2026-07-05T10:02:10.830186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b522c417455dbeb1d39f5dcf17edac743f9dfedc6decf8e830457cdbbaa39f9

Aliases

arxiv: 2501.09770 · arxiv_version: 2501.09770v1 · doi: 10.48550/arxiv.2501.09770 · pith_short_12: BNJCYQLUKXN6 · pith_short_16: BNJCYQLUKXN6WHJZ · pith_short_8: BNJCYQLU

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/BNJCYQLUKXN6WHJZ6XOPC7W2Y5 \
  | 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: 0b522c417455dbeb1d39f5dcf17edac743f9dfedc6decf8e830457cdbbaa39f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e5e353644853f58775818695bb31f2de96f85af98397fb550fa337605f6cef5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-15T19:00:45Z",
    "title_canon_sha256": "61b7877daf41251e2cc9929fd5b61f046d426e9cc07c6c8131bc4f68dd6a30f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.09770",
    "kind": "arxiv",
    "version": 1
  }
}