Pith Number

pith:Y435PC2V

pith:2026:Y435PC2VFVWZISAUMVGIH52663

not attested not anchored not stored refs pending

Fast and Robust Convergence Rate for TD(0) with Linear Function Approximation, Universal Learning Steps and I.I.D. Samples

\'Elo\"ise Berthier (U2IS), Ziad Kobeissi (L2S)

arxiv:2606.05967 v1 · 2026-06-04 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y435PC2VFVWZISAUMVGIH52663}

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	2026-06-05T01:15:29.010170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c737d78b552d6d944814654c83f75ef6d9fb0b7d507da9a6fe68034636ba5ebb

Aliases

arxiv: 2606.05967 · arxiv_version: 2606.05967v1 · doi: 10.48550/arxiv.2606.05967 · pith_short_12: Y435PC2VFVWZ · pith_short_16: Y435PC2VFVWZISAU · pith_short_8: Y435PC2V

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/Y435PC2VFVWZISAUMVGIH52663 \
  | 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: c737d78b552d6d944814654c83f75ef6d9fb0b7d507da9a6fe68034636ba5ebb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbbe36efeadd0365ee55b033ec736c4447fb4f1843904250de85781a790f2096",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-06-04T10:10:29Z",
    "title_canon_sha256": "af12393959f1c6d2124d4ace6fd2956e9541c1c9b2ed3f77c260564e6c311047"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05967",
    "kind": "arxiv",
    "version": 1
  }
}