Pith Number

pith:RRO5C75L

pith:2014:RRO5C75LZ63BS5QGPCBKJYBT4B

not attested not anchored not stored refs pending

Algorithms for multi-armed bandit problems

Doina Precup, Volodymyr Kuleshov

arxiv:1402.6028 v1 · 2014-02-25 · cs.AI · 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{RRO5C75LZ63BS5QGPCBKJYBT4B}

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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.

Cited by

2 papers in Pith

Exploring Exploration in Bayesian Optimization

AgentOpt v0.1 Technical Report: Client-Side Optimization for LLM-Based Agent

Receipt and verification

First computed	2026-05-18T02:57:51.829444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c5dd17fabcfb61976067882a4e033e0764f1ea67a73e7d919b70e550ca08d2d

Aliases

arxiv: 1402.6028 · arxiv_version: 1402.6028v1 · doi: 10.48550/arxiv.1402.6028 · pith_short_12: RRO5C75LZ63B · pith_short_16: RRO5C75LZ63BS5QG · pith_short_8: RRO5C75L

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/RRO5C75LZ63BS5QGPCBKJYBT4B \
  | 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: 8c5dd17fabcfb61976067882a4e033e0764f1ea67a73e7d919b70e550ca08d2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "377dca83cb2e946bcc31e76a3a03ef9232bc7ff72c0dc023747a0e217eb63202",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2014-02-25T01:34:43Z",
    "title_canon_sha256": "00aa2ac772a0ef4af64a1629c82868a7ea142d1c4ddbf65da1fb2f0630210c12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1402.6028",
    "kind": "arxiv",
    "version": 1
  }
}