Pith Number

pith:NJBKJWBG

pith:2026:NJBKJWBG2RYLCDAHYU2OCULBKL

not attested not anchored not stored refs pending

Learning Multi-Agent Communication Protocol: Study on Information Entropy Efficiency in MARL

Jiadong Yu, Xinren Zhang, Zixin Zhong

arxiv:2606.07200 v1 · 2026-06-05 · 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{NJBKJWBG2RYLCDAHYU2OCULBKL}

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	2026-06-08T01:04:52.169072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a42a4d826d470b10c07c534e1516152ddcc43db1cfefe513ade500db3823b29

Aliases

arxiv: 2606.07200 · arxiv_version: 2606.07200v1 · doi: 10.48550/arxiv.2606.07200 · pith_short_12: NJBKJWBG2RYL · pith_short_16: NJBKJWBG2RYLCDAH · pith_short_8: NJBKJWBG

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/NJBKJWBG2RYLCDAHYU2OCULBKL \
  | 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: 6a42a4d826d470b10c07c534e1516152ddcc43db1cfefe513ade500db3823b29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36fac5fd78b7740b443f7a2b0672244bf3325b88f00b887bb0b48a6617ab7b4b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-06-05T12:08:37Z",
    "title_canon_sha256": "d584fbe3a89202e890489bbad6606cbbcce109ee3b0345d84a77369c421c6d30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07200",
    "kind": "arxiv",
    "version": 1
  }
}