Pith Number

pith:K3TGK2IY

pith:2016:K3TGK2IYX7TSBNBVFLUYUBQBB7

not attested not anchored not stored refs pending

Combinatorial Multi-Armed Bandit with General Reward Functions

Fu Li, Jian Li, Pinyan Lu, Wei Chen, Wei Hu, Yu Liu

arxiv:1610.06603 v4 · 2016-10-20 · cs.LG · cs.DS · 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{K3TGK2IYX7TSBNBVFLUYUBQBB7}

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	2026-05-18T00:10:19.574512Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56e6656918bfe720b4352ae98a06010ff80729b635129bcef850833bc01743b4

Aliases

arxiv: 1610.06603 · arxiv_version: 1610.06603v4 · doi: 10.48550/arxiv.1610.06603 · pith_short_12: K3TGK2IYX7TS · pith_short_16: K3TGK2IYX7TSBNBV · pith_short_8: K3TGK2IY

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/K3TGK2IYX7TSBNBVFLUYUBQBB7 \
  | 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: 56e6656918bfe720b4352ae98a06010ff80729b635129bcef850833bc01743b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cb602bbb1c998383dd59db298218d641162231151355d5f27fca8612180d37f",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-10-20T20:54:41Z",
    "title_canon_sha256": "699b2a110f16969fe252c875ed66aaedab99ebd90ac1444f5d75380047921a26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.06603",
    "kind": "arxiv",
    "version": 4
  }
}