Pith Number

pith:4IAI7BER

pith:2021:4IAI7BER2QBXQJMOMSMUBEX3ZY

not attested not anchored not stored refs pending

Benchmarks for Deep Off-Policy Evaluation

Alexander Novikov, Aviral Kumar, Cosmin Paduraru, George Tucker, Justin Fu, Mengjiao Yang, Michael R. Zhang, Mohammad Norouzi, Ofir Nachum, Sergey Levine, Tom Le Paine, Yutian Chen, Ziyu Wang

arxiv:2103.16596 v1 · 2021-03-30 · 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{4IAI7BER2QBXQJMOMSMUBEX3ZY}

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.

Cited by

2 papers in Pith

MetaboNet: The Largest Publicly Available Consolidated Dataset for Type 1 Diabetes Management

What Matters in Learning from Offline Human Demonstrations for Robot Manipulation

Receipt and verification

First computed	2026-07-05T02:27:56.315177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2008f8491d40378258e64994092fbce28282cdb20d1a31359d36b882e3582ef

Aliases

arxiv: 2103.16596 · arxiv_version: 2103.16596v1 · doi: 10.48550/arxiv.2103.16596 · pith_short_12: 4IAI7BER2QBX · pith_short_16: 4IAI7BER2QBXQJMO · pith_short_8: 4IAI7BER

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/4IAI7BER2QBXQJMOMSMUBEX3ZY \
  | 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: e2008f8491d40378258e64994092fbce28282cdb20d1a31359d36b882e3582ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "542441924512abbf7fe72a6c75882d5477e62b321bb347561331384210dfb489",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-30T18:09:33Z",
    "title_canon_sha256": "380e93b33454235c39c7c8ef08ae9bc3debbb5e7cd9b202b9e29b9e92be5bc00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.16596",
    "kind": "arxiv",
    "version": 1
  }
}