Pith Number

pith:WYIIWNO4

pith:2020:WYIIWNO4RYLQHA7FIXOR63UIBY

not attested not anchored not stored refs pending

A Model-free Learning Algorithm for Infinite-horizon Average-reward MDPs with Near-optimal Regret

Chen-Yu Wei, Haipeng Luo, Mehdi Jafarnia-Jahromi, Rahul Jain

arxiv:2006.04354 v2 · 2020-06-08 · 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{WYIIWNO4RYLQHA7FIXOR63UIBY}

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	2026-07-05T01:58:09.982734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6108b35dc8e170383e545dd1f6e880e3e74cdbba0d7d3f630824d16c38c87b4

Aliases

arxiv: 2006.04354 · arxiv_version: 2006.04354v2 · doi: 10.48550/arxiv.2006.04354 · pith_short_12: WYIIWNO4RYLQ · pith_short_16: WYIIWNO4RYLQHA7F · pith_short_8: WYIIWNO4

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/WYIIWNO4RYLQHA7FIXOR63UIBY \
  | 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: b6108b35dc8e170383e545dd1f6e880e3e74cdbba0d7d3f630824d16c38c87b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f20f2ad1407791e518d12f58c1c1c9bbb45c87e640dffdef04077cdb0de9b505",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-08T05:09:32Z",
    "title_canon_sha256": "153b57b70daefce59dfb273566817ac9e56d49b82570195a34308c3f490eb329"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.04354",
    "kind": "arxiv",
    "version": 2
  }
}