Pith Number

pith:I2QWTEVL

pith:2015:I2QWTEVLJWNYEGJZWWPKPVC4V3

not attested not anchored not stored refs pending

Asymptotic Behavior of Minimal-Exploration Allocation Policies: Almost Sure, Arbitrarily Slow Growing Regret

Michael N. Katehakis, Wesley Cowan

arxiv:1505.02865 v2 · 2015-05-12 · 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{I2QWTEVLJWNYEGJZWWPKPVC4V3}

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	2026-05-18T01:24:10.828951Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46a16992ab4d9b821939b59ea7d45caef2f99b7a87888ee5a467bbf1d8a9b0a7

Aliases

arxiv: 1505.02865 · arxiv_version: 1505.02865v2 · doi: 10.48550/arxiv.1505.02865 · pith_short_12: I2QWTEVLJWNY · pith_short_16: I2QWTEVLJWNYEGJZ · pith_short_8: I2QWTEVL

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/I2QWTEVLJWNYEGJZWWPKPVC4V3 \
  | 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: 46a16992ab4d9b821939b59ea7d45caef2f99b7a87888ee5a467bbf1d8a9b0a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e56fba531fa95e594bb0182438082eeeb7d0a9ba501f8ed8660e5724c18b34d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-05-12T03:35:47Z",
    "title_canon_sha256": "56a7a0f224f48a3f9fb273bad8e2d3defce084aae6fb19728a5c7a36153b0f22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1505.02865",
    "kind": "arxiv",
    "version": 2
  }
}