Pith Number

pith:BRZ3JN2K

pith:2017:BRZ3JN2K2HWKU3Z4UIL33G5HAK

not attested not anchored not stored refs pending

Multi-Player Bandits Revisited

Emilie Kaufmann (CRIStAL, Lilian Besson (IETR, SEQUEL)

arxiv:1711.02317 v3 · 2017-11-07 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BRZ3JN2K2HWKU3Z4UIL33G5HAK}

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	2026-05-17T23:47:36.414083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c73b4b74ad1ecaa6f3ca217bd9ba7029aa9288b8ecdee42c07fc9750e944386

Aliases

arxiv: 1711.02317 · arxiv_version: 1711.02317v3 · doi: 10.48550/arxiv.1711.02317 · pith_short_12: BRZ3JN2K2HWK · pith_short_16: BRZ3JN2K2HWKU3Z4 · pith_short_8: BRZ3JN2K

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/BRZ3JN2K2HWKU3Z4UIL33G5HAK \
  | 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: 0c73b4b74ad1ecaa6f3ca217bd9ba7029aa9288b8ecdee42c07fc9750e944386

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f81cb9facab6ea74f12c785e1eb8d346380aeccb8dc2d0b0dabbf7e673585bbc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-11-07T07:10:47Z",
    "title_canon_sha256": "f2839e58dc040470f81bd0ee8988c256851719b6c2495a7b7cc341c12ce36e6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.02317",
    "kind": "arxiv",
    "version": 3
  }
}