Pith Number

pith:XETAWZ5Y

pith:2020:XETAWZ5YMQC3DTUB765PZSSUYY

not attested not anchored not stored refs pending

Adversarial Attacks on Linear Contextual Bandits

Alessandro Lazaric, Baptiste Roziere, Evrard Garcelon, Jean Tarbouriech, Laurent Meunier, Matteo Pirotta, Olivier Teytaud

arxiv:2002.03839 v3 · 2020-02-10 · 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{XETAWZ5YMQC3DTUB765PZSSUYY}

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

Corruption-Tolerant Asynchronous Q-Learning with Near-Optimal Rates

Receipt and verification

First computed	2026-07-05T01:45:25.276779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9260b67b86405b1ce81ffbafcca54c63455c6ed556fcc04b3790fb4e848f9a3

Aliases

arxiv: 2002.03839 · arxiv_version: 2002.03839v3 · doi: 10.48550/arxiv.2002.03839 · pith_short_12: XETAWZ5YMQC3 · pith_short_16: XETAWZ5YMQC3DTUB · pith_short_8: XETAWZ5Y

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/XETAWZ5YMQC3DTUB765PZSSUYY \
  | 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: b9260b67b86405b1ce81ffbafcca54c63455c6ed556fcc04b3790fb4e848f9a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6725257651e503a3c4de02b563c181f96615fa51ccdd2e9f9a04493564fd5c78",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-10T15:04:09Z",
    "title_canon_sha256": "e7f2df40243870747477e6f84f1ee890cb21af7100a1d12523c09ec05db9a362"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.03839",
    "kind": "arxiv",
    "version": 3
  }
}