Pith Number

pith:R5K7J3MO

pith:2024:R5K7J3MOMIW2U5M7D54WOX4T4R

not attested not anchored not stored refs pending

Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi

Boris Bellalta, Francesc Wilhelmi, Katarzyna Kosek-Szott, Sergio Barrachina-Mu\~noz, Szymon Szott

arxiv:2412.03076 v2 · 2024-12-04 · cs.NI · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R5K7J3MOMIW2U5M7D54WOX4T4R}

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.

Cited by

1 paper in Pith

Deep Reinforcement Learning-Based Scheduling for Wi-Fi Multi-Access Point Coordination

Receipt and verification

First computed	2026-07-05T10:24:28.308508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f55f4ed8e622daa759f1f79675f93e44032bc47ff03a9e414ab26bf2d57b906

Aliases

arxiv: 2412.03076 · arxiv_version: 2412.03076v2 · doi: 10.48550/arxiv.2412.03076 · pith_short_12: R5K7J3MOMIW2 · pith_short_16: R5K7J3MOMIW2U5M7 · pith_short_8: R5K7J3MO

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/R5K7J3MOMIW2U5M7D54WOX4T4R \
  | 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: 8f55f4ed8e622daa759f1f79675f93e44032bc47ff03a9e414ab26bf2d57b906

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac23474e1404222b77f600f60ca85c5675d55302e6200bc9dddee87096e8c83c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-12-04T06:53:59Z",
    "title_canon_sha256": "13c33c109bb8963a7d71ee7cfa1104f464686c79a341ecd719248e5b6f524a75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03076",
    "kind": "arxiv",
    "version": 2
  }
}