Pith Number

pith:L625PECA

pith:2025:L625PECAXW57P3G7OYEK27F6B6

not attested not anchored not stored refs pending

Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs

Maryam Fazel, Runlong Zhou, Shulun Chen, Simon S. Du, Zihan Zhang

arxiv:2506.06521 v1 · 2025-06-06 · 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{L625PECAXW57P3G7OYEK27F6B6}

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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.

Cited by

1 paper in Pith

On-line Learning in Tree MDPs by Treating Policies as Bandit Arms

Receipt and verification

First computed	2026-07-05T11:17:51.544267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fb5d79040bdbbf7ecdf7608ad7cbe0faf73eef9a3cb18db5b835148ac0021f3

Aliases

arxiv: 2506.06521 · arxiv_version: 2506.06521v1 · doi: 10.48550/arxiv.2506.06521 · pith_short_12: L625PECAXW57 · pith_short_16: L625PECAXW57P3G7 · pith_short_8: L625PECA

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/L625PECAXW57P3G7OYEK27F6B6 \
  | 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: 5fb5d79040bdbbf7ecdf7608ad7cbe0faf73eef9a3cb18db5b835148ac0021f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03649888726816eee673573c7b83b77fe6ec0e1ac80a11e618820cec44fbb53f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-06T20:33:57Z",
    "title_canon_sha256": "56e09b0bc9898e601c2f9db4a3b7bfd6a1f6ce50f9681a84c718a5fbdaa817f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06521",
    "kind": "arxiv",
    "version": 1
  }
}