Pith Number

pith:DB2DOPWG

pith:2024:DB2DOPWG6N3XOVHCL7TT3WXQNL

not attested not anchored not stored refs pending

Semantic-Aware Spectrum Sharing in Internet of Vehicles Based on Deep Reinforcement Learning

Jiangzhou Wang, Khaled B. Letaief, Nan Cheng, Pingyi Fan, Qiong Wu, Wen Chen, Zhiyu Shao

arxiv:2406.07213 v4 · 2024-06-11 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DB2DOPWG6N3XOVHCL7TT3WXQNL}

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.

Cited by

1 paper in Pith

Embodied AI-Enhanced Vehicular Networks: An Integrated Large Language Models and Reinforcement Learning Method

Receipt and verification

First computed	2026-07-05T11:24:04.532027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1874373ec6f3777754e25fe73ddaf06aebf25f63d3aec1d1e494ad625fa7f083

Aliases

arxiv: 2406.07213 · arxiv_version: 2406.07213v4 · doi: 10.48550/arxiv.2406.07213 · pith_short_12: DB2DOPWG6N3X · pith_short_16: DB2DOPWG6N3XOVHC · pith_short_8: DB2DOPWG

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/DB2DOPWG6N3XOVHCL7TT3WXQNL \
  | 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: 1874373ec6f3777754e25fe73ddaf06aebf25f63d3aec1d1e494ad625fa7f083

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "475af701385aee6b8fa79c8ff559e49c5a8e63b9c4f293f14a3669b1884dec5c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-11T12:42:41Z",
    "title_canon_sha256": "3446241d3c74050c18c40fe052f20cdeb3a4c5aba4f10b32f8c791778c056453"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07213",
    "kind": "arxiv",
    "version": 4
  }
}