Pith Number

pith:CLDORF7D

pith:2025:CLDORF7DYFS6LX3OHXNVBRP4CE

not attested not anchored not stored refs pending

Toward Optimal Statistical Inference in Noisy Linear Quadratic Reinforcement Learning over a Finite Horizon

Bei Jiang, Bo Pan, Hao Li, Jianya Lu, Linglong Kong, Yafei Wang

arxiv:2508.08436 v1 · 2025-08-11 · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CLDORF7DYFS6LX3OHXNVBRP4CE}

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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	2026-07-05T11:52:28.260513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12c6e897e3c165e5df6e3ddb50c5fc111a853b7119978b132aa1322be2958547

Aliases

arxiv: 2508.08436 · arxiv_version: 2508.08436v1 · doi: 10.48550/arxiv.2508.08436 · pith_short_12: CLDORF7DYFS6 · pith_short_16: CLDORF7DYFS6LX3O · pith_short_8: CLDORF7D

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/CLDORF7DYFS6LX3OHXNVBRP4CE \
  | 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: 12c6e897e3c165e5df6e3ddb50c5fc111a853b7119978b132aa1322be2958547

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6f0b08794b062e36be982a5e453d944be89c4ddd8058b671dc40a5928c4ee78",
    "cross_cats_sorted": [
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2025-08-11T19:53:24Z",
    "title_canon_sha256": "652c3f47c254d163f32541c19537b53374fe1d0b62f53c7165b3ee2bb55fb6ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08436",
    "kind": "arxiv",
    "version": 1
  }
}