Pith Number

pith:3X2JTKJS

pith:2025:3X2JTKJSG4YEUBHICOSESIF6C3

not attested not anchored not stored refs pending

Asymptotically optimal regret in communicating Markov decision processes

Victor Boone

arxiv:2505.18064 v1 · 2025-05-23 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3X2JTKJSG4YEUBHICOSESIF6C3}

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	2026-07-05T11:08:36.139826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddf499a93237304a04e813a44920be16c21cc80223c1a26c853d60d63a5a0800

Aliases

arxiv: 2505.18064 · arxiv_version: 2505.18064v1 · doi: 10.48550/arxiv.2505.18064 · pith_short_12: 3X2JTKJSG4YE · pith_short_16: 3X2JTKJSG4YEUBHI · pith_short_8: 3X2JTKJS

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/3X2JTKJSG4YEUBHICOSESIF6C3 \
  | 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: ddf499a93237304a04e813a44920be16c21cc80223c1a26c853d60d63a5a0800

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "302461488fa6926e436fc81bcb34d7cc2736b7ba012eb228d0e91ff45554abfe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-23T16:11:39Z",
    "title_canon_sha256": "a3fb264d60dfa7219ce44efdcc3de8ba4bc5a28063f8eb2f385937d673311557"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18064",
    "kind": "arxiv",
    "version": 1
  }
}