Pith. sign in
Pith Number

pith:NZIEGR3L

pith:2021:NZIEGR3LIO45JVC5VXMOA2XCHJ
not attested not anchored not stored refs pending

RAN Resource Slicing in 5G Using Multi-Agent Correlated Q-Learning

Hao Zhou, Medhat Elsayed, Melike Erol-Kantarci

arxiv:2107.01018 v1 · 2021-06-24 · cs.NI · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NZIEGR3LIO45JVC5VXMOA2XCHJ}

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 2026-07-05T02:54:36.375974Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6e5043476b43b9d4d45dadd8e06ae23a60d40bb9b36470360a9bf99c6dc1dd93

Aliases

arxiv: 2107.01018 · arxiv_version: 2107.01018v1 · doi: 10.48550/arxiv.2107.01018 · pith_short_12: NZIEGR3LIO45 · pith_short_16: NZIEGR3LIO45JVC5 · pith_short_8: NZIEGR3L
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NZIEGR3LIO45JVC5VXMOA2XCHJ \
  | 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: 6e5043476b43b9d4d45dadd8e06ae23a60d40bb9b36470360a9bf99c6dc1dd93
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "48327218925c2429b463d53583d27ad1e03b946f24b6865b47cb8c0db28acf1f",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2021-06-24T01:09:22Z",
    "title_canon_sha256": "dc5f7c77615b10e621b91db5a34ed3807333fbfb902b474d5241f3804a187e87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.01018",
    "kind": "arxiv",
    "version": 1
  }
}