Pith Number

pith:JFSTOH3Z

pith:2021:JFSTOH3ZTOOPGMLCUUFMANLTYD

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Wireless Scheduling in Distributed Networked Control

Branka Vucetic, Daniel E. Quevedo, Gaoyang Pang, Kang Huang, Wanchun Liu, Yonghui Li

arxiv:2109.12562 v5 · 2021-09-26 · eess.SY · cs.AI · cs.IT · cs.SY · eess.SP · 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{JFSTOH3ZTOOPGMLCUUFMANLTYD}

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	2026-07-05T11:04:32.703696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4965371f799b9cf33162a50ac03573c0c8f0aa80bc5b3c44e5a2f3c1a370e768

Aliases

arxiv: 2109.12562 · arxiv_version: 2109.12562v5 · doi: 10.48550/arxiv.2109.12562 · pith_short_12: JFSTOH3ZTOOP · pith_short_16: JFSTOH3ZTOOPGMLC · pith_short_8: JFSTOH3Z

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/JFSTOH3ZTOOPGMLCUUFMANLTYD \
  | 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: 4965371f799b9cf33162a50ac03573c0c8f0aa80bc5b3c44e5a2f3c1a370e768

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b9e5f4c6e8ddb575e3b99054cfe7661e46872d38a0cebcafeaad392cbefcae6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "cs.SY",
      "eess.SP",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2021-09-26T11:27:12Z",
    "title_canon_sha256": "df0c2b12cf1ce4e790b2a5c6e7e6e1d9164df4ec311b717e2fd211ece51ce8d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.12562",
    "kind": "arxiv",
    "version": 5
  }
}