Pith Number

pith:BNZXF5KU

pith:2025:BNZXF5KULTWBQ6BSIJVD2JNTEY

not attested not anchored not stored refs pending

L0: Reinforcement Learning to Become General Agents

Jiaxing Zhang, Jingyi Xi, Junjie Zhang, Junyu Lu, Songxin Zhang, Ting Sun, Yuhua Ke, Yukun Yang, Zejian Xie, Zhuoyang Song

arxiv:2506.23667 v1 · 2025-06-30 · 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{BNZXF5KULTWBQ6BSIJVD2JNTEY}

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.

Cited by

2 papers in Pith

Multi-Modal Multi-Agent Reinforcement Learning for Radiology Report Generation

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:29:26.059104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b7372f5545cec187832426a3d25b326046d92634a3fc4b070cd5c6c194c4f19

Aliases

arxiv: 2506.23667 · arxiv_version: 2506.23667v1 · doi: 10.48550/arxiv.2506.23667 · pith_short_12: BNZXF5KULTWB · pith_short_16: BNZXF5KULTWBQ6BS · pith_short_8: BNZXF5KU

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/BNZXF5KULTWBQ6BSIJVD2JNTEY \
  | 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: 0b7372f5545cec187832426a3d25b326046d92634a3fc4b070cd5c6c194c4f19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cedaecc795614e927186c3e20dc4388efddc7bf9598b2c6dabead6443173e0e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-30T09:44:32Z",
    "title_canon_sha256": "0daaf7b6e27aa3f67e9db2cb29cde38f2f7247845aa76a6a4b875820852b1ae6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23667",
    "kind": "arxiv",
    "version": 1
  }
}