Pith Number

pith:HHB3ZSMZ

pith:2025:HHB3ZSMZ4ENUFEU2KA5KIERVBJ

not attested not anchored not stored refs pending

RLSR: Reinforcement Learning from Self Reward

Akira Yoshiyama, Dominique Garmier, Kevin Lopez, Toby Simonds

arxiv:2505.08827 v2 · 2025-05-12 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HHB3ZSMZ4ENUFEU2KA5KIERVBJ}

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

More Convincing, Not More Correct: Self-Play Reward Hacking of Reference-Free LLM Judges

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Primal Generation, Dual Judgment: Self-Training from Test-Time Scaling

Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration

Receipt and verification

First computed	2026-07-05T11:49:54.638488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39c3bcc999e11b42929a503aa412350a6be9e0fe1cf12d9e08f1eaadb252fd71

Aliases

arxiv: 2505.08827 · arxiv_version: 2505.08827v2 · doi: 10.48550/arxiv.2505.08827 · pith_short_12: HHB3ZSMZ4ENU · pith_short_16: HHB3ZSMZ4ENUFEU2 · pith_short_8: HHB3ZSMZ

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/HHB3ZSMZ4ENUFEU2KA5KIERVBJ \
  | 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: 39c3bcc999e11b42929a503aa412350a6be9e0fe1cf12d9e08f1eaadb252fd71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddb1f091996ac3666088636d3724ec257bc706b0d638007c878b5ef9a932e396",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-12T23:51:04Z",
    "title_canon_sha256": "8479c28cfa0a570a26088c614a6295f23a077919c8be4eb7b9fa19ea3c8384de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08827",
    "kind": "arxiv",
    "version": 2
  }
}