Pith Number

pith:LWORRY3P

pith:2018:LWORRY3PZ6JPJHRD76N7O6MJDU

not attested not anchored not stored refs pending

Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calibration Matters

Aldo Faisal, Aniruddh Raghu, Emma Brunskill, Finale Doshi-Velez, Matthieu Komorowski, Omer Gottesman, Yao Liu

arxiv:1807.01066 v2 · 2018-07-03 · 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{LWORRY3PZ6JPJHRD76N7O6MJDU}

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

1 paper in Pith

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Receipt and verification

First computed	2026-05-18T00:11:10.939895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d9d18e36fcf92f49e23ff9bf779891d2414981d2d7cbef05f3843a8705610f9

Aliases

arxiv: 1807.01066 · arxiv_version: 1807.01066v2 · doi: 10.48550/arxiv.1807.01066 · pith_short_12: LWORRY3PZ6JP · pith_short_16: LWORRY3PZ6JPJHRD · pith_short_8: LWORRY3P

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/LWORRY3PZ6JPJHRD76N7O6MJDU \
  | 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: 5d9d18e36fcf92f49e23ff9bf779891d2414981d2d7cbef05f3843a8705610f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "903ec605818b206981d372095bcde710b88d061335110856d2743d2ba75ad60a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-03T10:20:22Z",
    "title_canon_sha256": "4281d9b28b1109e4f09957f47cdb89aa5a8ffe1d98f75d8da798ad24d45f1f51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.01066",
    "kind": "arxiv",
    "version": 2
  }
}