Pith. sign in
Pith Number

pith:ML7F6YQC

pith:2021:ML7F6YQC4D6JJNBVQDOQYYCYU2
not attested not anchored not stored refs pending

Optimal Power Allocation for Rate Splitting Communications with Deep Reinforcement Learning

Dinh Thai Hoang, Dong In Kim, Dusit Niyato, Nguyen Quang Hieu

arxiv:2107.00238 v2 · 2021-07-01 · cs.IT · cs.AI · cs.NI · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ML7F6YQC4D6JJNBVQDOQYYCYU2}

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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 2026-07-05T03:20:02.861671Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

62fe5f6202e0fc94b43580dd0c6058a689bad1ca5a494693584ba6f06f75ea62

Aliases

arxiv: 2107.00238 · arxiv_version: 2107.00238v2 · doi: 10.48550/arxiv.2107.00238 · pith_short_12: ML7F6YQC4D6J · pith_short_16: ML7F6YQC4D6JJNBV · pith_short_8: ML7F6YQC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ML7F6YQC4D6JJNBVQDOQYYCYU2 \
  | 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: 62fe5f6202e0fc94b43580dd0c6058a689bad1ca5a494693584ba6f06f75ea62
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8b4f293a9e99b5725e6de97089a5bf949173af97558a83b3c4a9a347a0f02fbc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2021-07-01T06:32:49Z",
    "title_canon_sha256": "d4828b119a8771f485b4ce519ff82997485457d0291881f73de218e1d920a7d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.00238",
    "kind": "arxiv",
    "version": 2
  }
}