Pith Number

pith:22ET46VH

pith:2026:22ET46VHE3SYUQDJBBMOC7CO5U

not attested not anchored not stored refs pending

Learning from Own Solutions: Self-Conditioned Credit Assignment for Reinforcement Learning with Verifiable Rewards

Heyan Huang, Hongru Wang, Jiashu Yao, Wei Lin, Xiangrong Zhu, Xinyi Wang, Yingyu Shan, Yuhang Guo, Zeming Liu, Zihao Cheng

arxiv:2606.18810 v1 · 2026-06-17 · 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{22ET46VHE3SYUQDJBBMOC7CO5U}

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.

Receipt and verification

First computed	2026-06-19T16:11:48.175524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6893e7aa726e58a40690858e17c4eed2e89d127d06368bc1b3fa15e57aa52a4

Aliases

arxiv: 2606.18810 · arxiv_version: 2606.18810v1 · doi: 10.48550/arxiv.2606.18810 · pith_short_12: 22ET46VHE3SY · pith_short_16: 22ET46VHE3SYUQDJ · pith_short_8: 22ET46VH

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/22ET46VHE3SYUQDJBBMOC7CO5U \
  | 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: d6893e7aa726e58a40690858e17c4eed2e89d127d06368bc1b3fa15e57aa52a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b13f0e184f470c47cdceface016dfa7150db20e568c62697f40f9c57afce61b3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-17T08:26:02Z",
    "title_canon_sha256": "1f0c48b8e54ff2d5d44855cd210061d474b8293872e8432965275c8926ebbe20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18810",
    "kind": "arxiv",
    "version": 1
  }
}