Pith Number

pith:Y3OLEY7V

pith:2024:Y3OLEY7VRYUUFXCUMMOQTTLLWO

not attested not anchored not stored refs pending

Constrained Reinforcement Learning Under Model Mismatch

Fei Miao, Shaofeng Zou, Sihong He, Zhongchang Sun

arxiv:2405.01327 v2 · 2024-05-02 · 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{Y3OLEY7VRYUUFXCUMMOQTTLLWO}

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

Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form

Receipt and verification

First computed	2026-07-05T08:14:57.288294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6dcb263f58e2942dc54631d09cd6bb38b9cd2ef7fe0272cbc615edb18ac3454

Aliases

arxiv: 2405.01327 · arxiv_version: 2405.01327v2 · doi: 10.48550/arxiv.2405.01327 · pith_short_12: Y3OLEY7VRYUU · pith_short_16: Y3OLEY7VRYUUFXCU · pith_short_8: Y3OLEY7V

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/Y3OLEY7VRYUUFXCUMMOQTTLLWO \
  | 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: c6dcb263f58e2942dc54631d09cd6bb38b9cd2ef7fe0272cbc615edb18ac3454

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "800d02873d90e1a133adf59e83e8f1c0eb60c4dfff3d83d5a254ae3a2409bf8d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-02T14:31:52Z",
    "title_canon_sha256": "5972644911079a050239581cfe733b49656b6a9b67ee02484b758e772ff4b60f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01327",
    "kind": "arxiv",
    "version": 2
  }
}