Pith Number

pith:6FUN6UYA

pith:2019:6FUN6UYAH2REFOXSQPNA3RS4NX

not attested not anchored not stored refs pending

Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue

Junyu Cao, Wei Sun

arxiv:1903.08193 v1 · 2019-03-19 · 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{6FUN6UYAH2REFOXSQPNA3RS4NX}

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	2026-05-17T23:50:50.109352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f168df53003ea242baf283da0dc65c6dd09186cbc62e39af59ece2f8d21b085c

Aliases

arxiv: 1903.08193 · arxiv_version: 1903.08193v1 · doi: 10.48550/arxiv.1903.08193 · pith_short_12: 6FUN6UYAH2RE · pith_short_16: 6FUN6UYAH2REFOXS · pith_short_8: 6FUN6UYA

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/6FUN6UYAH2REFOXSQPNA3RS4NX \
  | 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: f168df53003ea242baf283da0dc65c6dd09186cbc62e39af59ece2f8d21b085c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4338e3fba0017df1fa8d2f66d8f9a2a30cd404a71cc748afff791f6b20e2259",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-19T18:09:45Z",
    "title_canon_sha256": "12ddee77bd7322bec470d53e7842882b44326849443b08da9d73d7b7c20dc2f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.08193",
    "kind": "arxiv",
    "version": 1
  }
}