Pith Number

pith:W2YIAKPG

pith:2025:W2YIAKPGBXJZHVJ3ELOT7CZ2GF

not attested not anchored not stored refs pending

GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents

Jun Xu, Kaiwen Zhou, Qinglin Jia, Shuai Wang, Sunhao Dai, Yuqi Zhou

arxiv:2505.15810 v2 · 2025-05-21 · cs.CL · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{W2YIAKPGBXJZHVJ3ELOT7CZ2GF}

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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

21 papers in Pith

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning

GUI-AC: Enhancing Continual Learning in GUI Agents

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents

GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:07:25.683483Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6b08029e60dd393d53b22dd3f8b3a3140af44cfb266f5aef6aa3d6103aa8a9b

Aliases

arxiv: 2505.15810 · arxiv_version: 2505.15810v2 · doi: 10.48550/arxiv.2505.15810 · pith_short_12: W2YIAKPGBXJZ · pith_short_16: W2YIAKPGBXJZHVJ3 · pith_short_8: W2YIAKPG

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/W2YIAKPGBXJZHVJ3ELOT7CZ2GF \
  | 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: b6b08029e60dd393d53b22dd3f8b3a3140af44cfb266f5aef6aa3d6103aa8a9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "616e2b3cd17c90847ce3d8ff2355b9279bfd45a34967edc127f2e46041b0aafa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-21T17:59:09Z",
    "title_canon_sha256": "b4e6353ec72af923bb5d93c60ff13a06f0ab6982d9c960d38f5fb54b77441f45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15810",
    "kind": "arxiv",
    "version": 2
  }
}