Pith Number

pith:4IIWYRRR

pith:2013:4IIWYRRRYS6G6PRAR2VVNJ24PW

not attested not anchored not stored refs pending

Multi-Armed Bandits for Intelligent Tutoring Systems

Benjamin Clement, Didier Roy, Manuel Lopes, Pierre-Yves Oudeyer

arxiv:1310.3174 v2 · 2013-10-11 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4IIWYRRRYS6G6PRAR2VVNJ24PW}

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	2026-05-17T23:40:37.123934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2116c4631c4bc6f3e208eab56a75c7db9ca52f41bbc9d3bafe5cd871124f6b3

Aliases

arxiv: 1310.3174 · arxiv_version: 1310.3174v2 · doi: 10.48550/arxiv.1310.3174 · pith_short_12: 4IIWYRRRYS6G · pith_short_16: 4IIWYRRRYS6G6PRA · pith_short_8: 4IIWYRRR

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/4IIWYRRRYS6G6PRAR2VVNJ24PW \
  | 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: e2116c4631c4bc6f3e208eab56a75c7db9ca52f41bbc9d3bafe5cd871124f6b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bd336690e323f780d33e9088edf8559e349a91365a6892f836a1383d5b4b765",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2013-10-11T15:47:41Z",
    "title_canon_sha256": "6c91bf94079c1cad4fef4cd10c708ff25cf9cd83ba7c697d20c8f0586fb63fc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1310.3174",
    "kind": "arxiv",
    "version": 2
  }
}