Pith Number

pith:LETTD332

pith:2022:LETTD332BFGW3WXFOG4FBSMZSO

not attested not anchored not stored refs pending

The Typical Behavior of Bandit Algorithms

Lin Fan, Peter W. Glynn

arxiv:2210.05660 v1 · 2022-10-11 · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LETTD332BFGW3WXFOG4FBSMZSO}

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

2 papers in Pith

MINTS: Minimalist Thompson Sampling

Regret Tail Characterization of Optimal Bandit Algorithms with Generic Rewards

Receipt and verification

First computed	2026-07-05T05:05:18.927814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

592731ef7a094d6ddae571b850c999939c2a82292b4ab1748776ca5751553754

Aliases

arxiv: 2210.05660 · arxiv_version: 2210.05660v1 · doi: 10.48550/arxiv.2210.05660 · pith_short_12: LETTD332BFGW · pith_short_16: LETTD332BFGW3WXF · pith_short_8: LETTD332

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/LETTD332BFGW3WXFOG4FBSMZSO \
  | 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: 592731ef7a094d6ddae571b850c999939c2a82292b4ab1748776ca5751553754

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33710cb7eda9c2f8c84a5c2a082da08501301266c46d44c92868b1e8c625692b",
    "cross_cats_sorted": [
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-11T17:56:01Z",
    "title_canon_sha256": "a1027262ee4b6602509f030b3d24049074f2327f2ad2ba974d8ff0bb4c6ca26d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.05660",
    "kind": "arxiv",
    "version": 1
  }
}