Pith Number

pith:KNF7SLYY

pith:2023:KNF7SLYYLUZKMFIABHADH4CEKZ

not attested not anchored not stored refs pending

Privacy-Preserving Joint Edge Association and Power Optimization for the Internet of Vehicles via Federated Multi-Agent Reinforcement Learning

Feng Shu, Jinming Bao, Jun Li, Lajos Hanzo, Yan Lin, Yijin Zhang

arxiv:2301.11014 v1 · 2023-01-26 · cs.LG · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KNF7SLYYLUZKMFIABHADH4CEKZ}

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	2026-07-05T05:36:09.422147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

534bf92f185d32a6150009c033f04456611d9f72254953accc9e41bf1e34bb4b

Aliases

arxiv: 2301.11014 · arxiv_version: 2301.11014v1 · doi: 10.48550/arxiv.2301.11014 · pith_short_12: KNF7SLYYLUZK · pith_short_16: KNF7SLYYLUZKMFIA · pith_short_8: KNF7SLYY

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/KNF7SLYYLUZKMFIABHADH4CEKZ \
  | 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: 534bf92f185d32a6150009c033f04456611d9f72254953accc9e41bf1e34bb4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fee4931989a33eb9f08cde299d43699b95dd4239e231bf7fcbba93e942e82cab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-26T10:09:23Z",
    "title_canon_sha256": "dd6fbb46378f772611d9aaeeab2b79659999f678b31d186da729563fb488f809"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11014",
    "kind": "arxiv",
    "version": 1
  }
}