Pith Number

pith:LCDX2WZ2

pith:2018:LCDX2WZ2MXIC55FBCV7P7BUWBZ

not attested not anchored not stored refs pending

Multi-user Communication Networks: A Coordinated Multi-armed Bandit Approach

Orly Avner, Shie Mannor

arxiv:1808.04875 v1 · 2018-08-14 · cs.LG · cs.MA · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LCDX2WZ2MXIC55FBCV7P7BUWBZ}

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	2026-05-18T00:08:02.321203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58877d5b3a65d02ef4a1157eff86960e532f73ac66052e37a385ce57d0baaec3

Aliases

arxiv: 1808.04875 · arxiv_version: 1808.04875v1 · doi: 10.48550/arxiv.1808.04875 · pith_short_12: LCDX2WZ2MXIC · pith_short_16: LCDX2WZ2MXIC55FB · pith_short_8: LCDX2WZ2

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/LCDX2WZ2MXIC55FBCV7P7BUWBZ \
  | 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: 58877d5b3a65d02ef4a1157eff86960e532f73ac66052e37a385ce57d0baaec3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73892c17392f6e7545751166e66f5f039f499b2936a625844625714ee0999a9e",
    "cross_cats_sorted": [
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-14T19:55:38Z",
    "title_canon_sha256": "31a671d28c4451ceccd00bd730c3cc1ad0aa4f2f25725ae3b2e584ceee3e7cfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.04875",
    "kind": "arxiv",
    "version": 1
  }
}