pith. sign in
Pith Number

pith:6YQMLSF6

pith:2018:6YQMLSF6M23GJTVQHCGJ3HDPAC
not attested not anchored not stored refs pending

Causal Bandits with Propagating Inference

Akihiro Yabe, Daisuke Hatano, Hanna Sumita, Ken-ichi Kawarabayashi, Naonori Kakimura, Shinji Ito, Takuro Fukunaga

arxiv:1806.02252 v1 · 2018-06-06 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6YQMLSF6M23GJTVQHCGJ3HDPAC}

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 2026-05-18T00:14:02.117464Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f620c5c8be66b664ceb0388c9d9c6f00acec68f8e5efe1279acc3378cd8384f7

Aliases

arxiv: 1806.02252 · arxiv_version: 1806.02252v1 · doi: 10.48550/arxiv.1806.02252 · pith_short_12: 6YQMLSF6M23G · pith_short_16: 6YQMLSF6M23GJTVQ · pith_short_8: 6YQMLSF6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6YQMLSF6M23GJTVQHCGJ3HDPAC \
  | 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: f620c5c8be66b664ceb0388c9d9c6f00acec68f8e5efe1279acc3378cd8384f7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "95e827c294fed2877faafe2ebdabb9eb439faab0cfe1d02f8da0c4fa90539485",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-06-06T15:39:20Z",
    "title_canon_sha256": "4a4b2242456c955e1796ac939fb30a7a0076d986a200722df56f7cd4643b266f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.02252",
    "kind": "arxiv",
    "version": 1
  }
}