Pith Number

pith:OFXK4YJZ

pith:2026:OFXK4YJZV636PJQVHLWDIXGNRP

not attested not anchored not stored refs pending

Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

Jie Tang, Yujiang Li, Yuxiao Dong, Zhenyu Hou

arxiv:2607.07508 v1 · 2026-07-08 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OFXK4YJZV636PJQVHLWDIXGNRP}

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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.

Cited by

1 paper in Pith

Reusing Rollouts under Policy Lag: Prefix-Normalized Policy Optimization for LLM Reinforcement Learning

Receipt and verification

First computed	2026-07-09T01:20:27.611346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

716eae6139afb7e7a6153aec345ccd8be021244bafcde8a8c024486d496242bb

Aliases

arxiv: 2607.07508 · arxiv_version: 2607.07508v1 · doi: 10.48550/arxiv.2607.07508 · pith_short_12: OFXK4YJZV636 · pith_short_16: OFXK4YJZV636PJQV · pith_short_8: OFXK4YJZ

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/OFXK4YJZV636PJQVHLWDIXGNRP \
  | 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: 716eae6139afb7e7a6153aec345ccd8be021244bafcde8a8c024486d496242bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2eff236798f1e53ae28065c651f03618bda8753cb7286a98ed109cfaffc295e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-08T15:02:19Z",
    "title_canon_sha256": "8f2a275f3755ef0674d8e6d9770677b0961bb54c288140853ab58e8d5f3da9cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.07508",
    "kind": "arxiv",
    "version": 1
  }
}