Pith. sign in
Pith Number

pith:FQ64RPP3

pith:2023:FQ64RPP3RYNVRM5JMPR6AJKPLT
not attested not anchored not stored refs pending

On Deep Reinforcement Learning for Traffic Steering Intelligent ORAN

Fatemeh Kavehmadavani, Symeon Chatzinotas, Thang X. Vu, Van-Dinh Nguyen

arxiv:2311.03853 v1 · 2023-11-07 · cs.NI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FQ64RPP3RYNVRM5JMPR6AJKPLT}

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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 2026-07-05T07:10:06.818495Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2c3dc8bdfb8e1b58b3a963e3e0254f5ce87012ffe90126006d049c6021813935

Aliases

arxiv: 2311.03853 · arxiv_version: 2311.03853v1 · doi: 10.48550/arxiv.2311.03853 · pith_short_12: FQ64RPP3RYNV · pith_short_16: FQ64RPP3RYNVRM5J · pith_short_8: FQ64RPP3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FQ64RPP3RYNVRM5JMPR6AJKPLT \
  | 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: 2c3dc8bdfb8e1b58b3a963e3e0254f5ce87012ffe90126006d049c6021813935
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "34e3f2e571470d5bef5043c8b5383641c73cf89ded46bcd05c2a4509cfb8d257",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2023-11-07T10:09:39Z",
    "title_canon_sha256": "87de9241544ebebab2ceeeee55bce008de3c83133343a4734595ce94aa813449"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.03853",
    "kind": "arxiv",
    "version": 1
  }
}