pith. sign in
Pith Number

pith:HPNS6RLX

pith:2018:HPNS6RLXIATU7ABRZJPMKMTTMB
not attested not anchored not stored refs pending

Robust Actor-Critic Contextual Bandit for Mobile Health (mHealth) Interventions

Feiyun Zhu, Jun Guo, Junzhou Huang, Ruoyu Li

arxiv:1802.09714 v1 · 2018-02-27 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HPNS6RLXIATU7ABRZJPMKMTTMB}

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 2026-05-18T00:22:30.296912Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3bdb2f457740274f8031ca5ec532736074f01ea45cb140292e184c7dda9a55f1

Aliases

arxiv: 1802.09714 · arxiv_version: 1802.09714v1 · doi: 10.48550/arxiv.1802.09714 · pith_short_12: HPNS6RLXIATU · pith_short_16: HPNS6RLXIATU7ABR · pith_short_8: HPNS6RLX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HPNS6RLXIATU7ABRZJPMKMTTMB \
  | 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: 3bdb2f457740274f8031ca5ec532736074f01ea45cb140292e184c7dda9a55f1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0bc155889257a167b43e3dd51b1952ba877d40ccb38fcfea17f6b4a7c93fa457",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-27T04:23:00Z",
    "title_canon_sha256": "101f198bc3bd6487a572e8bbaba8d40f6ad0400eb5ad7a1327a8bd2140266af7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.09714",
    "kind": "arxiv",
    "version": 1
  }
}