Pith Number

pith:NK2IJS3K

pith:2021:NK2IJS3KMBLSKB3OFC5MC4MRSB

not attested not anchored not stored refs pending

CGIBNet: Bandwidth-constrained Communication with Graph Information Bottleneck in Multi-Agent Reinforcement Learning

Baoxiang Wang, Fei Wu, Furui Liu, Kun Kuang, Qi Tian

arxiv:2112.10374 v4 · 2021-12-20 · cs.AI · 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{NK2IJS3KMBLSKB3OFC5MC4MRSB}

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	2026-07-05T05:29:00.209058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ab484cb6a605725076e28bac1719190622d2bae04c1f4ec78cb5e17a2f6414f

Aliases

arxiv: 2112.10374 · arxiv_version: 2112.10374v4 · doi: 10.48550/arxiv.2112.10374 · pith_short_12: NK2IJS3KMBLS · pith_short_16: NK2IJS3KMBLSKB3O · pith_short_8: NK2IJS3K

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/NK2IJS3KMBLSKB3OFC5MC4MRSB \
  | 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: 6ab484cb6a605725076e28bac1719190622d2bae04c1f4ec78cb5e17a2f6414f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "284f01e9c5c9c5ffbc0968465b82905afc8992737dd27c77c691362c444135bf",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-12-20T07:53:44Z",
    "title_canon_sha256": "1ee7f39bd295798b9a804124d09ed6edd7dd9530fb0943fa5b4ba4f73076c0e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.10374",
    "kind": "arxiv",
    "version": 4
  }
}