Pith Number

pith:A7VYGNGV

pith:2026:A7VYGNGVTJ4XOOZFSKE56Q2N35

not attested not anchored not stored refs pending

Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning

Haitao Mi, Junyao Yang, Kishan Panaganti, Leowei Liang, Ruhan Wang, Xiangxin Zhou, Yucheng Shi, Zhongzhi Li, Zongxia Li

arxiv:2607.18722 v1 · 2026-07-21 · 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{A7VYGNGVTJ4XOOZFSKE56Q2N35}

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	2026-07-22T01:23:08.485702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07eb8334d59a79773b259289df434ddf62194727bc1f07e82c9268220a9b7390

Aliases

arxiv: 2607.18722 · arxiv_version: 2607.18722v1 · doi: 10.48550/arxiv.2607.18722 · pith_short_12: A7VYGNGVTJ4X · pith_short_16: A7VYGNGVTJ4XOOZF · pith_short_8: A7VYGNGV

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/A7VYGNGVTJ4XOOZFSKE56Q2N35 \
  | 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: 07eb8334d59a79773b259289df434ddf62194727bc1f07e82c9268220a9b7390

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a9762f9ef8ea3e4d08f304d5293d827ba9cf0d7284dc6eaceffc6d72eb94744",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-21T05:27:50Z",
    "title_canon_sha256": "5596c7a82da4d28eda75ca80f44114b88bcdd4b12624a37f9dc8546e4a3cb3ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18722",
    "kind": "arxiv",
    "version": 1
  }
}