Pith Number

pith:YFU3YC7F

pith:2019:YFU3YC7FCCFPBSN2BBHNDMQAH3

not attested not anchored not stored refs pending

Frequentist Regret Bounds for Randomized Least-Squares Value Iteration

Alessandro Lazaric, Andrea Zanette, David Brandfonbrener, Emma Brunskill, Matteo Pirotta

arxiv:1911.00567 v7 · 2019-11-01 · 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{YFU3YC7FCCFPBSN2BBHNDMQAH3}

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	2026-07-05T06:48:43.879700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c169bc0be5108af0c9ba084ed1b2003ef19c3a2d0dc825bb0642ba1f50554062

Aliases

arxiv: 1911.00567 · arxiv_version: 1911.00567v7 · doi: 10.48550/arxiv.1911.00567 · pith_short_12: YFU3YC7FCCFP · pith_short_16: YFU3YC7FCCFPBSN2 · pith_short_8: YFU3YC7F

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/YFU3YC7FCCFPBSN2BBHNDMQAH3 \
  | 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: c169bc0be5108af0c9ba084ed1b2003ef19c3a2d0dc825bb0642ba1f50554062

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "152b5962dfc1d84d27446bd33b0ebc094d5cbf8b33538a53e9c9a6d19f6585d3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-01T19:48:57Z",
    "title_canon_sha256": "5d710863cdfa6b6a5b44ebd8d076af3f0ba04ca39aed9e0dee4c4f72b162b7b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.00567",
    "kind": "arxiv",
    "version": 7
  }
}