Pith Number

pith:XZAQNZDO

pith:2026:XZAQNZDOD4G4YLKD42ZBY3GMGZ

not attested not anchored not stored refs pending

SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training

Fei Huang, Ke Zeng, Leyi Wei, Lu Pan, Meng Hsuan Yu, Siyuan Chen, Tianyu Chen, Xiangrong Liu, Xingyang Li, Xunliang Cai, Yuanfan Li, Zhongyu He

arxiv:2606.02355 v1 · 2026-06-01 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XZAQNZDOD4G4YLKD42ZBY3GMGZ}

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	2026-06-02T03:04:56.968393Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be4106e46e1f0dcc2d43e6b21c6ccc365d6fb2e9f4c1a0a100520752ee285414

Aliases

arxiv: 2606.02355 · arxiv_version: 2606.02355v1 · doi: 10.48550/arxiv.2606.02355 · pith_short_12: XZAQNZDOD4G4 · pith_short_16: XZAQNZDOD4G4YLKD · pith_short_8: XZAQNZDO

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/XZAQNZDOD4G4YLKD42ZBY3GMGZ \
  | 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: be4106e46e1f0dcc2d43e6b21c6ccc365d6fb2e9f4c1a0a100520752ee285414

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10c06798f23c4ae50262f6a5ec51d7b7f19e697372de20de80777826aa721607",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-01T15:02:59Z",
    "title_canon_sha256": "a31dd26a8e89bd05d541d9c67a26eec6fbfb6537500f05eb1420b8c436178267"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02355",
    "kind": "arxiv",
    "version": 1
  }
}