Pith Number

pith:ZTCIIDU2

pith:2017:ZTCIIDU2KIKDXMLIPR5QIB52WA

not attested not anchored not stored refs pending

Stochastic Multi-armed Bandits in Constant Space

David Liau, Eric Price, Ger Yang, Zhao Song

arxiv:1712.09007 v2 · 2017-12-25 · cs.DS · cs.LG · 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{ZTCIIDU2KIKDXMLIPR5QIB52WA}

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	2026-05-18T00:15:52.040064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccc4840e9a52143bb1687c7b0407bab0314828d151f75d252370ef649bd88b80

Aliases

arxiv: 1712.09007 · arxiv_version: 1712.09007v2 · doi: 10.48550/arxiv.1712.09007 · pith_short_12: ZTCIIDU2KIKD · pith_short_16: ZTCIIDU2KIKDXMLI · pith_short_8: ZTCIIDU2

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/ZTCIIDU2KIKDXMLIPR5QIB52WA \
  | 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: ccc4840e9a52143bb1687c7b0407bab0314828d151f75d252370ef649bd88b80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fd325a183940be3f98ea861f1e91f385547b131af700401c36085e5e364a912",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2017-12-25T05:04:35Z",
    "title_canon_sha256": "ace7934a12c1432b78b9bc1e3158f3159da0142128ac7bca8d0c5d262b674852"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.09007",
    "kind": "arxiv",
    "version": 2
  }
}