Pith Number

pith:2TVHEGTW

pith:2025:2TVHEGTWGEFDDOURNPECM7EAEB

not attested not anchored not stored refs pending

Reward Generation via Large Vision-Language Model in Offline Reinforcement Learning

Chang D. Yoo, Donghoon Lee, Tung M. Luu, Younghwan Lee

arxiv:2504.08772 v1 · 2025-04-03 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{2TVHEGTWGEFDDOURNPECM7EAEB}

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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

1 paper in Pith

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Receipt and verification

First computed	2026-07-05T10:47:59.119942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4ea721a76310a31ba916bc8267c802041c3d23e60a8597b7d886a64714655b6

Aliases

arxiv: 2504.08772 · arxiv_version: 2504.08772v1 · doi: 10.48550/arxiv.2504.08772 · pith_short_12: 2TVHEGTWGEFD · pith_short_16: 2TVHEGTWGEFDDOUR · pith_short_8: 2TVHEGTW

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/2TVHEGTWGEFDDOURNPECM7EAEB \
  | 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: d4ea721a76310a31ba916bc8267c802041c3d23e60a8597b7d886a64714655b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3f4c2d195d3a1a9e4511190f935091a74f59c2b5f10b0ebed68716daf4e6fb3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-03T07:11:18Z",
    "title_canon_sha256": "439176d2bcd0ffda471f51c703ac57a9912c3ad6b282b8e906f84c5881ed9386"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.08772",
    "kind": "arxiv",
    "version": 1
  }
}