Pith. sign in
Pith Number

pith:YEZ6FCCB

pith:2025:YEZ6FCCBMOYUPQQ6PEFAPNPNSC
not attested not anchored not stored refs pending

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience

Dahua Lin, Jiaqi Wang, Tong Wu, Xiaoyi Dong, Yuhang Cao, Yuhang Zang, Zeyi Sun, Ziyu Liu

arxiv:2508.04700 v2 · 2025-08-06 · cs.AI · cs.CL · cs.CV · cs.LG · cs.MA · cs.MM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{YEZ6FCCBMOYUPQQ6PEFAPNPNSC}

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

22 papers in Pith

MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization
Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games
AliyunConsoleAgent: Training Web Agents in Real-World Cloud Environments via Distillation and Reinforcement Learning
Self-evolving LLM agents with in-distribution Optimization
What to Format and How: A Benchmark and Workflow Approach for Document Formatting
Receipt and verification
First computed 2026-07-05T11:52:23.246612Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c133e2884163b147c21e790a07b5ed90b73c76a5a7f0b521f380e3e0d655feb7

Aliases

arxiv: 2508.04700 · arxiv_version: 2508.04700v2 · doi: 10.48550/arxiv.2508.04700 · pith_short_12: YEZ6FCCBMOYU · pith_short_16: YEZ6FCCBMOYUPQQ6 · pith_short_8: YEZ6FCCB
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/YEZ6FCCBMOYUPQQ6PEFAPNPNSC \
  | 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: c133e2884163b147c21e790a07b5ed90b73c76a5a7f0b521f380e3e0d655feb7
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "68e218b2311cc078b205f6b729e718d36ae3ea0a186ae423a5b85139031125c5",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.LG",
      "cs.MA",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-06T17:58:46Z",
    "title_canon_sha256": "78a1e975ce5c4d69ca4eb7b0a852632f6b6d0768aad87f55448de3d41e91f48c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04700",
    "kind": "arxiv",
    "version": 2
  }
}