Pith Number

pith:CR7KTLAS

pith:2022:CR7KTLAS362DBU3HTAZMHGM3BA

not attested not anchored not stored refs pending

A Reinforcement Learning Approach to Estimating Long-term Treatment Effects

Lihong Li, Stephanie Zhang, Yiheng Duan, Ziyang Tang

arxiv:2210.07536 v1 · 2022-10-14 · cs.LG · stat.ME · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CR7KTLAS362DBU3HTAZMHGM3BA}

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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

Predicting Long Term Sequential Policy Value Using Softer Surrogates

Receipt and verification

First computed	2026-07-05T05:06:38.487867Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

147ea9ac12dfb430d3679832c3999b0814c2c49b40017fd894be018ae408735d

Aliases

arxiv: 2210.07536 · arxiv_version: 2210.07536v1 · doi: 10.48550/arxiv.2210.07536 · pith_short_12: CR7KTLAS362D · pith_short_16: CR7KTLAS362DBU3H · pith_short_8: CR7KTLAS

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/CR7KTLAS362DBU3HTAZMHGM3BA \
  | 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: 147ea9ac12dfb430d3679832c3999b0814c2c49b40017fd894be018ae408735d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42e80e0751898f152b0cdc3f96753e66cdc0ba7c30f9f2ca40fb9159bcf2f0ac",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-14T05:33:19Z",
    "title_canon_sha256": "4c9dd3eb22947d4524bc7b31fde91bdb082982f6ee46c57b1c0a667d2784e9ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07536",
    "kind": "arxiv",
    "version": 1
  }
}