Pith Number

pith:6BKUB4NI

pith:2024:6BKUB4NIF2WK63EJDYJ3PJU5PX

not attested not anchored not stored refs pending

Self-Clustering Hierarchical Multi-Agent Reinforcement Learning with Extensible Cooperation Graph

Jianqiang Yi, Qingxu Fu, Tenghai Qiu, Xiaolin Ai, Zhiqiang Pu

arxiv:2403.18056 v1 · 2024-03-26 · 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{6BKUB4NIF2WK63EJDYJ3PJU5PX}

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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

Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL

Receipt and verification

First computed	2026-07-05T08:01:04.188167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f05540f1a82eacaf6c891e13b7a69d7de6e5f6a8257c9f263e0349b097f18fb6

Aliases

arxiv: 2403.18056 · arxiv_version: 2403.18056v1 · doi: 10.48550/arxiv.2403.18056 · pith_short_12: 6BKUB4NIF2WK · pith_short_16: 6BKUB4NIF2WK63EJ · pith_short_8: 6BKUB4NI

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/6BKUB4NIF2WK63EJDYJ3PJU5PX \
  | 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: f05540f1a82eacaf6c891e13b7a69d7de6e5f6a8257c9f263e0349b097f18fb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5bef3ef6026d38d8ac9194b167c04fe348233e8b8d9c26f58015c8127b3d7d9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-03-26T19:19:16Z",
    "title_canon_sha256": "cdde081c0d55535c763b67a13d46043578f9a4388bc544f7ed06a81a496c790c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.18056",
    "kind": "arxiv",
    "version": 1
  }
}