Pith Number

pith:5DAHOLWH

pith:2024:5DAHOLWHHPDY2QEDY3KGQCC5AR

not attested not anchored not stored refs pending

Doubly Optimal Policy Evaluation for Reinforcement Learning

Claire Chen, Shangtong Zhang, Shuze Daniel Liu

arxiv:2410.02226 v2 · 2024-10-03 · 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{5DAHOLWHHPDY2QEDY3KGQCC5AR}

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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

Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation

Receipt and verification

First computed	2026-07-05T10:35:36.688385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8c0772ec73bc78d4083c6d468085d04762ef36053387ed82619ac6ba7f22357

Aliases

arxiv: 2410.02226 · arxiv_version: 2410.02226v2 · doi: 10.48550/arxiv.2410.02226 · pith_short_12: 5DAHOLWHHPDY · pith_short_16: 5DAHOLWHHPDY2QED · pith_short_8: 5DAHOLWH

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/5DAHOLWHHPDY2QEDY3KGQCC5AR \
  | 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: e8c0772ec73bc78d4083c6d468085d04762ef36053387ed82619ac6ba7f22357

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bee9660494fa97cc4ddf1efcac1c8f6e23b2a8a5e5bfd2ec3d8648dbf7601d4a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-03T05:47:55Z",
    "title_canon_sha256": "b9d7805fbe4f04f5bc16b99f2efe33c4053f614c30bbab785193c2ca41c4cadf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02226",
    "kind": "arxiv",
    "version": 2
  }
}