Pith Number

pith:QAGUE6AF

pith:2021:QAGUE6AFUYTPKQLSMNSK76UOPC

not attested not anchored not stored refs pending

Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service

Alberto Leon-Garcia, Ali Tizghadam, Majid Raeis

arxiv:2101.04627 v1 · 2021-01-12 · cs.LG · cs.AI · cs.NI · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QAGUE6AFUYTPKQLSMNSK76UOPC}

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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

Percentile-Based Deep Reinforcement Learning and Reward Based Personalization For Delay Aware RAN Slicing in O-RAN

Receipt and verification

First computed	2026-07-05T02:06:27.039189Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

800d427805a626f541726364affa8e78b2761a89e2c985872066371abb90c322

Aliases

arxiv: 2101.04627 · arxiv_version: 2101.04627v1 · doi: 10.48550/arxiv.2101.04627 · pith_short_12: QAGUE6AFUYTP · pith_short_16: QAGUE6AFUYTPKQLS · pith_short_8: QAGUE6AF

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/QAGUE6AFUYTPKQLSMNSK76UOPC \
  | 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: 800d427805a626f541726364affa8e78b2761a89e2c985872066371abb90c322

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d82f6670f886efbd5bdd860e30c72992fb22de6e749ec3f971aeb6457809847",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-12T17:28:57Z",
    "title_canon_sha256": "cdeda62b994d1bfbe7e491ae89894394e764f486e94a1c4886e71a123716100b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.04627",
    "kind": "arxiv",
    "version": 1
  }
}