Pith Number

pith:T5SAK3KZ

pith:2025:T5SAK3KZFU4WFZPIBAJV2QEAO5

not attested not anchored not stored refs pending

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

Changyuan Zhao, Dong In Kim, Dusit Niyato, Hongyang Du, Jiacheng Wang, Ruichen Zhang, Suttinee Sawadsitang, Xuemin Shen

arxiv:2501.01141 v1 · 2025-01-02 · cs.NI

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\usepackage{pith}
\pithnumber{T5SAK3KZFU4WFZPIBAJV2QEAO5}

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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

Exploring LLM in Semantic Communication for V2X Networks

Receipt and verification

First computed	2026-07-05T09:56:15.388399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f64056d592d3962e5e808135d4080774a211fd0a4483b5a68df765986cfc50c

Aliases

arxiv: 2501.01141 · arxiv_version: 2501.01141v1 · doi: 10.48550/arxiv.2501.01141 · pith_short_12: T5SAK3KZFU4W · pith_short_16: T5SAK3KZFU4WFZPI · pith_short_8: T5SAK3KZ

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/T5SAK3KZFU4WFZPIBAJV2QEAO5 \
  | 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: 9f64056d592d3962e5e808135d4080774a211fd0a4483b5a68df765986cfc50c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2eae9d651412adc1fe66fc571d5cf6c935902c4d73d64bc51b7a642648cf32a8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-01-02T08:48:54Z",
    "title_canon_sha256": "fc57a732043bfa8d3ab2dcb9f17b17248c7721a373433985406b5740de6afc51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01141",
    "kind": "arxiv",
    "version": 1
  }
}