Pith Number

pith:CCDV2O7E

pith:2022:CCDV2O7E3FGZSVDXB26IF6FC2Z

not attested not anchored not stored refs pending

A survey on multi-player bandits

Etienne Boursier, Vianney Perchet

arxiv:2211.16275 v2 · 2022-11-29 · stat.ML · cs.GT · 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{CCDV2O7E3FGZSVDXB26IF6FC2Z}

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

In-Domain African Languages Translation Using LLMs and Multi-armed Bandits

Receipt and verification

First computed	2026-07-05T08:26:10.326626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10875d3be4d94d9954770ebc82f8a2d64916fd942eb3089ac970f99acead55cd

Aliases

arxiv: 2211.16275 · arxiv_version: 2211.16275v2 · doi: 10.48550/arxiv.2211.16275 · pith_short_12: CCDV2O7E3FGZ · pith_short_16: CCDV2O7E3FGZSVDX · pith_short_8: CCDV2O7E

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/CCDV2O7E3FGZSVDXB26IF6FC2Z \
  | 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: 10875d3be4d94d9954770ebc82f8a2d64916fd942eb3089ac970f99acead55cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa3f35950c961229b8fe515b22a1f7f8664e501b8e3f7ce1aee7c8bcd6375295",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-11-29T15:04:09Z",
    "title_canon_sha256": "b03bb00b76a6839f60bf934623fb63f674c7dd90b2137a7924b46f1bca708018"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.16275",
    "kind": "arxiv",
    "version": 2
  }
}