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Pith Number

pith:KFYU7UXF

pith:2024:KFYU7UXFIXBRCGHBDROYEELKYH
not attested not anchored not stored refs pending

Doubly-Dynamic ISAC Precoding for Vehicular Networks: A Constrained Deep Reinforcement Learning (CDRL) Approach

Shijian Gao, Xiang Cheng, Zonghui Yang

arxiv:2405.14347 v3 · 2024-05-23 · eess.SP · cs.AI

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\usepackage{pith}
\pithnumber{KFYU7UXFIXBRCGHBDROYEELKYH}

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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.
Receipt and verification
First computed 2026-07-05T08:58:24.217438Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

51714fd2e545c31118e11c5d82116ac1d0cdb20d3556feda6df14fdc6d4793e7

Aliases

arxiv: 2405.14347 · arxiv_version: 2405.14347v3 · doi: 10.48550/arxiv.2405.14347 · pith_short_12: KFYU7UXFIXBR · pith_short_16: KFYU7UXFIXBRCGHB · pith_short_8: KFYU7UXF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KFYU7UXFIXBRCGHBDROYEELKYH \
  | 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: 51714fd2e545c31118e11c5d82116ac1d0cdb20d3556feda6df14fdc6d4793e7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1973bc2e0e6e5e5e8135f980ed93d04a16e56426a9288d2c39e05141b597fd39",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-05-23T09:19:14Z",
    "title_canon_sha256": "d1bff5082ffb492c85366ec015b11908b7a11c3f4934cc2ad001f4a0c3657cbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14347",
    "kind": "arxiv",
    "version": 3
  }
}