Pith Number

pith:BJ3YK23R

pith:2022:BJ3YK23RMNNE5AVLR3K625IRSC

not attested not anchored not stored refs pending

Entropy Enhanced Multi-Agent Coordination Based on Hierarchical Graph Learning for Continuous Action Space

Guanghua Song, Ke Wang, Xiaohong Jiang, Yining Chen

arxiv:2208.10676 v1 · 2022-08-23 · 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{BJ3YK23RMNNE5AVLR3K625IRSC}

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	2026-07-05T04:50:38.392063Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a77856b71635a4e82ab8ed5ed751190a0639d5e0471d8ab287c5621138a5243

Aliases

arxiv: 2208.10676 · arxiv_version: 2208.10676v1 · doi: 10.48550/arxiv.2208.10676 · pith_short_12: BJ3YK23RMNNE · pith_short_16: BJ3YK23RMNNE5AVL · pith_short_8: BJ3YK23R

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/BJ3YK23RMNNE5AVLR3K625IRSC \
  | 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: 0a77856b71635a4e82ab8ed5ed751190a0639d5e0471d8ab287c5621138a5243

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdcd383c2c4bba0f784cda9f2efe0a5f816e3105dabd838cbc058f374289e358",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2022-08-23T01:53:15Z",
    "title_canon_sha256": "2e99c0ab05bacc1a3471279887d418d39a08acbe7c62c71559be6eb68139809e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.10676",
    "kind": "arxiv",
    "version": 1
  }
}