Pith Number

pith:KJWRHDAA

pith:2026:KJWRHDAAFHGFM7A63P3BTTS3QT

not attested not anchored not stored refs pending

Efficient Agentic Reinforcement Learning with On-Policy Intrinsic Knowledge Boundary Enhancement

Chengming Li, Dingwei Chen, Jie Jiang, Leo Luo, Peng Chen, Yang Li, Zefang Zong, Zhipeng Ma

arxiv:2605.26952 v1 · 2026-05-26 · 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{KJWRHDAAFHGFM7A63P3BTTS3QT}

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	2026-05-27T01:06:21.281707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

526d138c0029cc567c1edbf619ce5b84f9088d744d81be0c837cc776e3e81caa

Aliases

arxiv: 2605.26952 · arxiv_version: 2605.26952v1 · doi: 10.48550/arxiv.2605.26952 · pith_short_12: KJWRHDAAFHGF · pith_short_16: KJWRHDAAFHGFM7A6 · pith_short_8: KJWRHDAA

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/KJWRHDAAFHGFM7A63P3BTTS3QT \
  | 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: 526d138c0029cc567c1edbf619ce5b84f9088d744d81be0c837cc776e3e81caa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fb8c8ab1630a3a90244dadde87ea7eae6a374e0c4b7502bf54639e0f2f2dd25",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-26T12:42:23Z",
    "title_canon_sha256": "3604f92a18c8b4af391072b73dde6fe35c90f8e42ed9ee07edf40e61f7a1a956"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26952",
    "kind": "arxiv",
    "version": 1
  }
}