Pith Number

pith:R4BSNQYP

pith:2018:R4BSNQYPZ6DTDV2A7IIKZ46BAP

not attested not anchored not stored refs pending

Deep Reinforcement Learning based Modulation and Coding Scheme Selection in Cognitive Heterogeneous Networks

Dusit Niyato, Gang Feng, Junjie Tan, Lin Zhang, Ying-Chang Liang

arxiv:1811.02868 v1 · 2018-11-07 · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R4BSNQYPZ6DTDV2A7IIKZ46BAP}

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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

Machine Learning for Resource Management in Cellular and IoT Networks: Potentials, Current Solutions, and Open Challenges

Receipt and verification

First computed	2026-05-18T00:01:20.561478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f0326c30fcf8731d740fa10acf3c103dee5329c97e0aa720d2c9301c03e4ebb

Aliases

arxiv: 1811.02868 · arxiv_version: 1811.02868v1 · doi: 10.48550/arxiv.1811.02868 · pith_short_12: R4BSNQYPZ6DT · pith_short_16: R4BSNQYPZ6DTDV2A · pith_short_8: R4BSNQYP

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/R4BSNQYPZ6DTDV2A7IIKZ46BAP \
  | 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: 8f0326c30fcf8731d740fa10acf3c103dee5329c97e0aa720d2c9301c03e4ebb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "556c0a8fa29e62fbfe782c5eaf4def5fa83204d21352c47e34643d3c4295ca25",
    "cross_cats_sorted": [
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2018-11-07T13:21:30Z",
    "title_canon_sha256": "1913c9e03ac764e674dd0b15b5b28a5e7f4ba143c0ac1aed78831cb39646c708"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.02868",
    "kind": "arxiv",
    "version": 1
  }
}