Pith Number

pith:3JZL5VAG

pith:2024:3JZL5VAG4KZF65UYYPBXPVW7SO

not attested not anchored not stored refs pending

Asymptotic Analysis of Sample-averaged Q-learning

Ruiqi Liu, Saunak Kumar Panda, Yisha Xiang

arxiv:2410.10737 v2 · 2024-10-14 · cs.LG · cs.IT · math.IT · 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{3JZL5VAG4KZF65UYYPBXPVW7SO}

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	2026-07-05T10:20:40.573651Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da72bed406e2b25f7698c3c377d6df93af32172442d2358b642874b4abb28c45

Aliases

arxiv: 2410.10737 · arxiv_version: 2410.10737v2 · doi: 10.48550/arxiv.2410.10737 · pith_short_12: 3JZL5VAG4KZF · pith_short_16: 3JZL5VAG4KZF65UY · pith_short_8: 3JZL5VAG

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/3JZL5VAG4KZF65UYYPBXPVW7SO \
  | 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: da72bed406e2b25f7698c3c377d6df93af32172442d2358b642874b4abb28c45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e5032d4ddd80ef5d7718746f5b3be34ff39aafb7451fb876b7299e6357034f8",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-14T17:17:19Z",
    "title_canon_sha256": "7990803872392b0193aadafcd5a6fb992a3d88e07f1aefbf276d7c829db62f54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.10737",
    "kind": "arxiv",
    "version": 2
  }
}