Pith Number

pith:3QCKAGJ5

pith:2024:3QCKAGJ5YTFVIDIYUEW32COVBX

not attested not anchored not stored refs pending

Graph Neural Networks and Deep Reinforcement Learning Based Resource Allocation for V2X Communications

Jiangzhou Wang, Khaled B. Letaief, Maoxin Ji, Nan Cheng, Pingyi Fan, Qiong Wu, Wen Chen

arxiv:2407.06518 v2 · 2024-07-09 · cs.LG · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3QCKAGJ5YTFVIDIYUEW32COVBX}

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	2026-07-05T11:21:34.092332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc04a0193dc4cb540d18a12dbd09d50dee0dfc2d4c91eb6f83baf5cfff2f3d64

Aliases

arxiv: 2407.06518 · arxiv_version: 2407.06518v2 · doi: 10.48550/arxiv.2407.06518 · pith_short_12: 3QCKAGJ5YTFV · pith_short_16: 3QCKAGJ5YTFVIDIY · pith_short_8: 3QCKAGJ5

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/3QCKAGJ5YTFVIDIYUEW32COVBX \
  | 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: dc04a0193dc4cb540d18a12dbd09d50dee0dfc2d4c91eb6f83baf5cfff2f3d64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d979c983e11157acf10f56b5afea8fe053e2104e5dc4feb31fadbf0237898e27",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-09T03:14:11Z",
    "title_canon_sha256": "b284666586bc7efaff883144d2b2c63d82db45d68d8c1a4ad35b4913612f607e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.06518",
    "kind": "arxiv",
    "version": 2
  }
}