Pith Number

pith:XCEBT2SS

pith:2025:XCEBT2SSSMDFMUJD3EYWZLK2WO

not attested not anchored not stored refs pending

A Robust $\widetilde{\mathcal{O}}(1/\sqrt{T})$ Rate for Unprojected TD Learning with Linear Function Approximation

Francesco Orabona, Wei-Cheng Lee

arxiv:2506.01052 v3 · 2025-06-01 · cs.LG · math.OC · 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{XCEBT2SSSMDFMUJD3EYWZLK2WO}

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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

Corruption-Tolerant Asynchronous Q-Learning with Near-Optimal Rates

Receipt and verification

First computed	2026-06-09T02:07:04.205396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b88819ea529306565123d9316cad5ab3bab890adeb3d1f137747f57c6c83d681

Aliases

arxiv: 2506.01052 · arxiv_version: 2506.01052v3 · doi: 10.48550/arxiv.2506.01052 · pith_short_12: XCEBT2SSSMDF · pith_short_16: XCEBT2SSSMDFMUJD · pith_short_8: XCEBT2SS

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/XCEBT2SSSMDFMUJD3EYWZLK2WO \
  | 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: b88819ea529306565123d9316cad5ab3bab890adeb3d1f137747f57c6c83d681

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40af841338c9e9b345b2865d2d2f48b7912a2c658f413d6c67f65cdb39dbc85b",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-01T15:39:00Z",
    "title_canon_sha256": "4250fba860983b2f8fc5e5eb47c7002baa8fe3f6eb3eaf0e0bf647e87cf901bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01052",
    "kind": "arxiv",
    "version": 3
  }
}