Pith Number

pith:LUHB2V4D

pith:2025:LUHB2V4D27KNSEG4CBJIEH52DB

not attested not anchored not stored refs pending

Reinforcement Learning with Continuous Actions Under Unmeasured Confounding

Eugene Han, Ruoqing Zhu, Wenzhuo Zhou, Yifan Cui, Yifan Hu, Yuhan Li, Zhengling Qi

arxiv:2505.00304 v1 · 2025-05-01 · stat.ML · cs.LG · stat.ME

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LUHB2V4D27KNSEG4CBJIEH52DB}

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	2026-07-05T10:57:11.329823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d0e1d5783d7d4d910dc1052821fba1872147a26613eeb0c4686932f1c4b9345

Aliases

arxiv: 2505.00304 · arxiv_version: 2505.00304v1 · doi: 10.48550/arxiv.2505.00304 · pith_short_12: LUHB2V4D27KN · pith_short_16: LUHB2V4D27KNSEG4 · pith_short_8: LUHB2V4D

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/LUHB2V4D27KNSEG4CBJIEH52DB \
  | 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: 5d0e1d5783d7d4d910dc1052821fba1872147a26613eeb0c4686932f1c4b9345

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1e30fd0cdd97c21bc63eb166a3e435c36197771b6c429da48ae924716788f23",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-01T04:55:29Z",
    "title_canon_sha256": "9303554271aa3767e7dd5aac3c0591f53c79fbe2d92910b4bbe7efedc5d4530c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00304",
    "kind": "arxiv",
    "version": 1
  }
}