Pith Number

pith:CTCBT6UP

pith:2018:CTCBT6UP5LGX2HBBIPRSDQ6YON

not attested not anchored not stored refs pending

Evaluating Reinforcement Learning Algorithms in Observational Health Settings

Aldo Faisal, Christopher Mosch, David Sontag, David Wihl, Donghun Lee, Finale Doshi-Velez, Fredrik Johansson, Isaac Lage, Jack Dent, Jiayu Yao, Joshua Meier, Leo Anthony Celi, Linying Zhang, Li-wei H. Lehman, Matthieu Komorowski, Omer Gottesman, Srivatsan Srinivasan, Xuefeng Peng, Yi Ding

arxiv:1805.12298 v1 · 2018-05-31 · 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{CTCBT6UP5LGX2HBBIPRSDQ6YON}

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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

3 papers in Pith

Treatment, evidence, imitation, and chat

Bridging Domain Gaps with Target-Aligned Generation for Offline Reinforcement Learning

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

Receipt and verification

First computed	2026-05-18T00:14:30.700147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14c419fa8feacd7d1c2143e321c3d87357e95ffacaf38beff92ebb1314eb26bd

Aliases

arxiv: 1805.12298 · arxiv_version: 1805.12298v1 · doi: 10.48550/arxiv.1805.12298 · pith_short_12: CTCBT6UP5LGX · pith_short_16: CTCBT6UP5LGX2HBB · pith_short_8: CTCBT6UP

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/CTCBT6UP5LGX2HBBIPRSDQ6YON \
  | 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: 14c419fa8feacd7d1c2143e321c3d87357e95ffacaf38beff92ebb1314eb26bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7384936abd7397dfef53795c03b1836dac20d0b01fea070aeffef1ab3f8f0c9c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-31T02:56:26Z",
    "title_canon_sha256": "a75c8cbc19bcd5a9d4d14546e293e52161a25e0dfbf5ad1682a9569534b94902"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.12298",
    "kind": "arxiv",
    "version": 1
  }
}