Pith Number

pith:AXSUKHBA

pith:2026:AXSUKHBAPYKBYGUUUUHPSQVID5

not attested not anchored not stored refs pending

RLCSD: Reinforcement Learning with Contrastive On-Policy Self-Distillation

Aiwei Liu, Bolin Ding, Leyi Pan, Lijie Wen, Lingzhe Zhang, Shuchang Tao, Yunpeng Zhai, Zhaoyang Liu

arxiv:2606.11709 v1 · 2026-06-10 · cs.LG · 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{AXSUKHBAPYKBYGUUUUHPSQVID5}

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	2026-06-11T01:10:04.171674Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05e5451c207e141c1a94a50ef942a81f6e538b7d015e09e3827a428d36320a10

Aliases

arxiv: 2606.11709 · arxiv_version: 2606.11709v1 · doi: 10.48550/arxiv.2606.11709 · pith_short_12: AXSUKHBAPYKB · pith_short_16: AXSUKHBAPYKBYGUU · pith_short_8: AXSUKHBA

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/AXSUKHBAPYKBYGUUUUHPSQVID5 \
  | 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: 05e5451c207e141c1a94a50ef942a81f6e538b7d015e09e3827a428d36320a10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a7d60e0fb60e975e70bad85814ba0d500d9a61993d69a939bac5bb3b2d3fc40",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-10T06:31:59Z",
    "title_canon_sha256": "697a6e83abd1b09b1ccf04a610f4cda7d2ca9ec810661defe4a360cb9bf60e6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11709",
    "kind": "arxiv",
    "version": 1
  }
}