Pith Number

pith:BK35VD2F

pith:2024:BK35VD2F55HJCXB2I3UBIEAYZY

not attested not anchored not stored refs pending

YOLO-MARL: You Only LLM Once for Multi-Agent Reinforcement Learning

Fei Miao, Yi Shen, Yuan Zhuang, Yuxiao Chen, Zhili Zhang

arxiv:2410.03997 v2 · 2024-10-05 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BK35VD2F55HJCXB2I3UBIEAYZY}

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

1 paper in Pith

RALLY: Role-Adaptive LLM-Driven Yoked Navigation for Agentic UAV Swarms

Receipt and verification

First computed	2026-07-05T11:23:18.643359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ab7da8f45ef4e915c3a46e8141018ce0c866691854edd32977f2c238ac0dff7

Aliases

arxiv: 2410.03997 · arxiv_version: 2410.03997v2 · doi: 10.48550/arxiv.2410.03997 · pith_short_12: BK35VD2F55HJ · pith_short_16: BK35VD2F55HJCXB2 · pith_short_8: BK35VD2F

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/BK35VD2F55HJCXB2I3UBIEAYZY \
  | 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: 0ab7da8f45ef4e915c3a46e8141018ce0c866691854edd32977f2c238ac0dff7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8832a125b30b067f1932ce4cee81482a0dda556ac985a7914c4edfc494b3d372",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-10-05T01:44:11Z",
    "title_canon_sha256": "90ef096cbc3d4ea8841c0d61cc07eaea3d5170d9605d679b1616b1f638ce5ae9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03997",
    "kind": "arxiv",
    "version": 2
  }
}