Pith Number

pith:2D55NG6X

pith:2021:2D55NG6XDGKQ7MUBUEU54HGW62

not attested not anchored not stored refs pending

Online Bootstrap Inference For Policy Evaluation in Reinforcement Learning

Guang Cheng, Pratik Ramprasad, Will Wei Sun, Yuantong Li, Zhaoran Wang, Zhuoran Yang

arxiv:2108.03706 v3 · 2021-08-08 · stat.ML · cs.AI · cs.LG · 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{2D55NG6XDGKQ7MUBUEU54HGW62}

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	2026-07-05T04:35:37.150578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0fbd69bd719950fb281a129de1cd6f683d176ced7e35606902d32a32823e22f

Aliases

arxiv: 2108.03706 · arxiv_version: 2108.03706v3 · doi: 10.48550/arxiv.2108.03706 · pith_short_12: 2D55NG6XDGKQ · pith_short_16: 2D55NG6XDGKQ7MUB · pith_short_8: 2D55NG6X

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/2D55NG6XDGKQ7MUBUEU54HGW62 \
  | 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: d0fbd69bd719950fb281a129de1cd6f683d176ced7e35606902d32a32823e22f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de1943cc1ff47b1c2668ebf972501c403361c50cde22840cc8ca8e8e80302b30",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-08-08T18:26:35Z",
    "title_canon_sha256": "adcdae44b8ecd8f3dfd7c5d6d23f1ecfbc2b73a196bdc674bd8a5e1355a7c54b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.03706",
    "kind": "arxiv",
    "version": 3
  }
}