Pith Number

pith:7UJRI4ML

pith:2025:7UJRI4MLSKCR7WDQMM6YABSXAW

not attested not anchored not stored refs pending

LaMOuR: Leveraging Language Models for Out-of-Distribution Recovery in Reinforcement Learning

Chan Kim, Seong-Woo Kim, Seung-Woo Seo

arxiv:2503.17125 v5 · 2025-03-21 · cs.RO · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7UJRI4MLSKCR7WDQMM6YABSXAW}

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	2026-07-05T10:40:41.129204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd1314718b92851fd870633d800657058ee129e40a1d98ec5f3fac6d0db89f70

Aliases

arxiv: 2503.17125 · arxiv_version: 2503.17125v5 · doi: 10.48550/arxiv.2503.17125 · pith_short_12: 7UJRI4MLSKCR · pith_short_16: 7UJRI4MLSKCR7WDQ · pith_short_8: 7UJRI4ML

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/7UJRI4MLSKCR7WDQMM6YABSXAW \
  | 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: fd1314718b92851fd870633d800657058ee129e40a1d98ec5f3fac6d0db89f70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82374e7a396983fdef78c7f42163a970c6713e5161e18f88bc826bf6d5d195a8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-03-21T13:20:39Z",
    "title_canon_sha256": "280d04cd5aed40a9b3ffa1cac21b807cc8fdb435a674acf5b722be44fb8d6d57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17125",
    "kind": "arxiv",
    "version": 5
  }
}