Pith Number

pith:RTXNLMAL

pith:2017:RTXNLMAL5M24HCEP7RXR7G2OHR

not attested not anchored not stored refs pending

Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits

Huasen Wu, Xin Liu, Xueying Guo

arxiv:1709.04004 v2 · 2017-09-12 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RTXNLMAL5M24HCEP7RXR7G2OHR}

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	2026-05-17T23:59:33.174449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ceed5b00beb35c3888ffc6f1f9b4e3c56b1f3efedfd1d0bea857a9e456ab273

Aliases

arxiv: 1709.04004 · arxiv_version: 1709.04004v2 · doi: 10.48550/arxiv.1709.04004 · pith_short_12: RTXNLMAL5M24 · pith_short_16: RTXNLMAL5M24HCEP · pith_short_8: RTXNLMAL

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/RTXNLMAL5M24HCEP7RXR7G2OHR \
  | 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: 8ceed5b00beb35c3888ffc6f1f9b4e3c56b1f3efedfd1d0bea857a9e456ab273

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dd730d27ccc29f1d67113d9d52df26198b5483519fcf376fc7c7c6c43071242",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-09-12T18:18:33Z",
    "title_canon_sha256": "72b337cece80fe2ce1d817693aa41ed3951a29dbfe089b1822f5aab3292b0791"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.04004",
    "kind": "arxiv",
    "version": 2
  }
}