Pith Number

pith:ACCLNSPG

pith:2018:ACCLNSPGAKAQZAHF5XAFIJQVIS

not attested not anchored not stored refs pending

Diversity-Driven Selection of Exploration Strategies in Multi-Armed Bandits

Fabien C. Y. Benureau, Pierre-Yves Oudeyer

arxiv:1808.07739 v1 · 2018-08-23 · cs.LG · cs.AI · 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{ACCLNSPGAKAQZAHF5XAFIJQVIS}

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	2026-05-18T00:07:24.397069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0084b6c9e602810c80e5edc0542615449b4282b3342f2a8fd61647d13e01da84

Aliases

arxiv: 1808.07739 · arxiv_version: 1808.07739v1 · doi: 10.48550/arxiv.1808.07739 · pith_short_12: ACCLNSPGAKAQ · pith_short_16: ACCLNSPGAKAQZAHF · pith_short_8: ACCLNSPG

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/ACCLNSPGAKAQZAHF5XAFIJQVIS \
  | 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: 0084b6c9e602810c80e5edc0542615449b4282b3342f2a8fd61647d13e01da84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc5bfae8f91c88ff39e7f814676b9e441ed8b3cde7b0e9f9a8040daea4197256",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-23T13:24:17Z",
    "title_canon_sha256": "21dac6c3c585665b1bcd5f3ab9a6b8edf512e67f5dc1514d9870a59865b2a33c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.07739",
    "kind": "arxiv",
    "version": 1
  }
}