Pith Number

pith:IRBHERLC

pith:2025:IRBHERLCQX2MXVNGWLQMCDHRGT

not attested not anchored not stored refs pending

SSRL: Self-Search Reinforcement Learning

Bingning Wang, Bowen Zhou, Che Jiang, Cheng Huang, Gang Chen, Heng Zhou, Kaiyan Zhang, Lei Bai, Li Kang, Ning Ding, Xinwei Long, Xuekai Zhu, Yanxu Chen, Yuchen Fan, Yuchen Zhang, Yu Fu, Yuxin Zuo, Zhizhou He

arxiv:2508.10874 v1 · 2025-08-14 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IRBHERLCQX2MXVNGWLQMCDHRGT}

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

4 papers in Pith

Qwen-AgentWorld: Language World Models for General Agents

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Erase to Improve: Erasable Reinforcement Learning for Search-Augmented LLMs

A Survey of Reinforcement Learning for Large Reasoning Models

Receipt and verification

First computed	2026-07-05T11:54:04.094835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

444272456285f4cbd5a6b2e0c10cf134e101a650adb85cadd74a5d0780e9d7d8

Aliases

arxiv: 2508.10874 · arxiv_version: 2508.10874v1 · doi: 10.48550/arxiv.2508.10874 · pith_short_12: IRBHERLCQX2M · pith_short_16: IRBHERLCQX2MXVNG · pith_short_8: IRBHERLC

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/IRBHERLCQX2MXVNGWLQMCDHRGT \
  | 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: 444272456285f4cbd5a6b2e0c10cf134e101a650adb85cadd74a5d0780e9d7d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d8934607c7804b41f501d831161d17ce90c6f94f56af5e7abd548a4816741b3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-14T17:46:01Z",
    "title_canon_sha256": "40c47156e35536aaac8097dc25a8d2b9a700e9d6cae01f39db9b667fcef398f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10874",
    "kind": "arxiv",
    "version": 1
  }
}