Pith Number

pith:ZR6LQ563

pith:2011:ZR6LQ563OVK4DILQ5Q2HGOJUWD

not attested not anchored not stored refs pending

The Non-Bayesian Restless Multi-Armed Bandit: A Case of Near-Logarithmic Strict Regret

Bhaskar Krishnamachari, Qing Zhao, Wenhan Dai, Yi Gai

arxiv:1109.1533 v1 · 2011-09-07 · math.OC · cs.LG · cs.NI · cs.SY · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZR6LQ563OVK4DILQ5Q2HGOJUWD}

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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	2026-05-18T04:05:47.066929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc7cb877db7555c1a170ec34733934b0fd5a5d0aaae0fe06cc6cf4bbef48ab5c

Aliases

arxiv: 1109.1533 · arxiv_version: 1109.1533v1 · doi: 10.48550/arxiv.1109.1533 · pith_short_12: ZR6LQ563OVK4 · pith_short_16: ZR6LQ563OVK4DILQ · pith_short_8: ZR6LQ563

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/ZR6LQ563OVK4DILQ5Q2HGOJUWD \
  | 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: cc7cb877db7555c1a170ec34733934b0fd5a5d0aaae0fe06cc6cf4bbef48ab5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d898173976ce5d5f0497a76949556ecb78008833e935648d54f10d14e23da7e",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NI",
      "cs.SY",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2011-09-07T18:33:59Z",
    "title_canon_sha256": "24f6199c68029bfcc4275ea0dcea356cbed4f7a4dee6cb60d790b8b341c30e21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1109.1533",
    "kind": "arxiv",
    "version": 1
  }
}