Pith Number

pith:C3QGKOUX

pith:2026:C3QGKOUXIJX5PUWAT7ZLPPGAGX

not attested not anchored not stored refs pending

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning

Heming Zou, Kai Yang, Lizhou Cai, Qi Wang, Ru Peng, Saiyong Yang, Weijie Liu, Xiangyang Ji, Xin Xu, Yixiu Mao, Yuhang Jiang, Yun Qu

arxiv:2606.11119 v1 · 2026-06-09 · cs.LG · cs.AI · 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{C3QGKOUXIJX5PUWAT7ZLPPGAGX}

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	2026-06-10T01:11:12.142672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16e0653a97426fd7d2c09ff2b7bcc035e57cf8305dc9220bb65ba4bb03482fa1

Aliases

arxiv: 2606.11119 · arxiv_version: 2606.11119v1 · doi: 10.48550/arxiv.2606.11119 · pith_short_12: C3QGKOUXIJX5 · pith_short_16: C3QGKOUXIJX5PUWA · pith_short_8: C3QGKOUX

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/C3QGKOUXIJX5PUWAT7ZLPPGAGX \
  | 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: 16e0653a97426fd7d2c09ff2b7bcc035e57cf8305dc9220bb65ba4bb03482fa1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1ac1570f60db8470c5fa28456beecd859f0e8018b8c03fdd0f662adb405beba",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-09T17:16:03Z",
    "title_canon_sha256": "1907e3c0395654015cafd850f40ebe2686ef7b4d85a7180643316dfc488b9047"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11119",
    "kind": "arxiv",
    "version": 1
  }
}