Pith Number

pith:4YKPLIXT

pith:2023:4YKPLIXTPMXH7BUUX3OURCLGIR

not attested not anchored not stored refs pending

Risk Sensitive Dead-end Identification in Safety-Critical Offline Reinforcement Learning

Marzyeh Ghassemi, Sonali Parbhoo, Taylor W. Killian

arxiv:2301.05664 v2 · 2023-01-13 · 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{4YKPLIXTPMXH7BUUX3OURCLGIR}

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

The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T05:36:52.403075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e614f5a2f37b2e7f8694bedd488966444ec98301f76b1c8ae72b9d63e1e3964a

Aliases

arxiv: 2301.05664 · arxiv_version: 2301.05664v2 · doi: 10.48550/arxiv.2301.05664 · pith_short_12: 4YKPLIXTPMXH · pith_short_16: 4YKPLIXTPMXH7BUU · pith_short_8: 4YKPLIXT

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/4YKPLIXTPMXH7BUUX3OURCLGIR \
  | 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: e614f5a2f37b2e7f8694bedd488966444ec98301f76b1c8ae72b9d63e1e3964a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98839a7d5cc42643d675009df1c8335b324a2d2f3e98cbd87634c230fd7f59f2",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-13T17:01:58Z",
    "title_canon_sha256": "a57f3e37e0a2ddab5aa1922a5b6f4b85efc8eea063c749a9d2b3e6fde443bfc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.05664",
    "kind": "arxiv",
    "version": 2
  }
}