Pith. sign in
Pith Number

pith:2ELNVK3M

pith:2022:2ELNVK3MVHLWQWOAHD33FT2JRM
not attested not anchored not stored refs pending

Deep Reinforcement Learning for Radio Resource Allocation in NOMA-based Remote State Estimation

Branka Vucetic, Gaoyang Pang, Wanchun Liu, Yonghui Li

arxiv:2205.11861 v1 · 2022-05-24 · cs.IT · cs.SY · eess.SP · eess.SY · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2ELNVK3MVHLWQWOAHD33FT2JRM}

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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 2026-07-05T09:26:14.305637Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d116daab6ca9d76859c038f7b2cf498b1d970ca5fa43e52f66aa79ba8b87787c

Aliases

arxiv: 2205.11861 · arxiv_version: 2205.11861v1 · doi: 10.48550/arxiv.2205.11861 · pith_short_12: 2ELNVK3MVHLW · pith_short_16: 2ELNVK3MVHLWQWOA · pith_short_8: 2ELNVK3M
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2ELNVK3MVHLWQWOAHD33FT2JRM \
  | 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: d116daab6ca9d76859c038f7b2cf498b1d970ca5fa43e52f66aa79ba8b87787c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "daae0c7ba0742a9033e2ca402f4496b5021f72bc6713195916a65eee4178315f",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SP",
      "eess.SY",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2022-05-24T07:34:48Z",
    "title_canon_sha256": "04ba876d4078175e57684bae2f751661c3155a50e968118ffb860aac5eb6a010"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.11861",
    "kind": "arxiv",
    "version": 1
  }
}