Pith Number

pith:EY3P7OOO

pith:2024:EY3P7OOOYEYG272ZMBAPF3FVJL

not attested not anchored not stored refs pending

Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning

Alane Suhr, Hao Bai, Jiayi Pan, Saining Xie, Sergey Levine, Shengbang Tong, Yann LeCun, Yifei Zhou, Yi Ma, Yuexiang Zhai, Zipeng Lin

arxiv:2405.10292 v3 · 2024-05-16 · cs.AI · cs.CL · cs.CV · 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{EY3P7OOOYEYG272ZMBAPF3FVJL}

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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

9 papers in Pith

Rank-Then-Act: Reward-Free Control from Frame-Order Progress

Qwen-RobotWorld Technical Report: Unifying Embodied World Modeling through Language-Conditioned Video Generation

Grounded Reinforcement Learning for Visual Reasoning

Reasoning Portability: Guiding Continual Learning for MLLMs in the RLVR Era

Large Language Model-Brained GUI Agents: A Survey

Receipt and verification

First computed	2026-07-05T09:17:13.289677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2636ffb9cec1306d7f596040f2ecb54af9c8fc29db519f35df6d4013132a3bcd

Aliases

arxiv: 2405.10292 · arxiv_version: 2405.10292v3 · doi: 10.48550/arxiv.2405.10292 · pith_short_12: EY3P7OOOYEYG · pith_short_16: EY3P7OOOYEYG272Z · pith_short_8: EY3P7OOO

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/EY3P7OOOYEYG272ZMBAPF3FVJL \
  | 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: 2636ffb9cec1306d7f596040f2ecb54af9c8fc29db519f35df6d4013132a3bcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e2ed0bd4497b42a49e630ce3caba115b941e9fece100c5afbdb9b6e5fe7bf68",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-16T17:50:19Z",
    "title_canon_sha256": "3bdb287e05215e9812f795705704cdff8b28b348814d3350da0fdf4af03cdcaf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.10292",
    "kind": "arxiv",
    "version": 3
  }
}