Pith Number

pith:G6GLO7UL

pith:2017:G6GLO7ULFOKJYHLUHZZ7F76Y2D

not attested not anchored not stored refs pending

Budget-Constrained Multi-Armed Bandits with Multiple Plays

Claire J. Tomlin, Datong P. Zhou

arxiv:1711.05928 v1 · 2017-11-16 · cs.LG · cs.AI · 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{G6GLO7ULFOKJYHLUHZZ7F76Y2D}

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	2026-05-18T00:30:23.743712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

378cb77e8b2b949c1d743e73f2ffd8d0d9619ebfd64e1981d98dafe7271381f3

Aliases

arxiv: 1711.05928 · arxiv_version: 1711.05928v1 · doi: 10.48550/arxiv.1711.05928 · pith_short_12: G6GLO7ULFOKJ · pith_short_16: G6GLO7ULFOKJYHLU · pith_short_8: G6GLO7UL

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/G6GLO7ULFOKJYHLUHZZ7F76Y2D \
  | 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: 378cb77e8b2b949c1d743e73f2ffd8d0d9619ebfd64e1981d98dafe7271381f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7431d5b467f6d009cb17371ca22e09b1690a83099c9c759fe86b2fe0cc058bcc",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-16T05:07:34Z",
    "title_canon_sha256": "6ec30a3365ca0aed3d08126f8f01a340877c5f1c50e13d6cae21336b79400022"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.05928",
    "kind": "arxiv",
    "version": 1
  }
}