Pith Number

pith:W7CZB62M

pith:2014:W7CZB62MPQNAUM4JZT5Q5RTQ6J

not attested not anchored not stored refs pending

Exploration vs Exploitation vs Safety: Risk-averse Multi-Armed Bandits

INRIA Saclay - Ile de France), Mich\`ele Sebag (LRI, Nicolas Galichet (LRI, Olivier Teytaud (LRI

arxiv:1401.1123 v1 · 2014-01-06 · 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{W7CZB62MPQNAUM4JZT5Q5RTQ6J}

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	2026-05-18T03:03:10.875767Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7c590fb4c7c1a0a3389ccfb0ec670f2485f1e1cc33a47d845d584334c1af3cc

Aliases

arxiv: 1401.1123 · arxiv_version: 1401.1123v1 · doi: 10.48550/arxiv.1401.1123 · pith_short_12: W7CZB62MPQNA · pith_short_16: W7CZB62MPQNAUM4J · pith_short_8: W7CZB62M

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/W7CZB62MPQNAUM4JZT5Q5RTQ6J \
  | 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: b7c590fb4c7c1a0a3389ccfb0ec670f2485f1e1cc33a47d845d584334c1af3cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7e226f1ef53008a92de5322bd984f88ea85f44b5b394e3b6fec2a1581f2f75e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-01-06T15:53:25Z",
    "title_canon_sha256": "567ae9eb108c2b33c2e4fa8360684cd5b86e89c50862fad2f083d3fae3e54755"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1401.1123",
    "kind": "arxiv",
    "version": 1
  }
}