pith. sign in
Pith Number

pith:NYEGGRPR

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

Managing App Install Ad Campaigns in RTB: A Q-Learning Approach

Anit Kumar Sahu, Narayan Bhamidipati, Shaunak Mishra

arxiv:1811.04475 v1 · 2018-11-11 · cs.GT · cs.LG · stat.ML

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

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 2026-05-18T00:01:05.075347Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6e086345f1c364ca808f98c1970c2c8c824daec5ba23a4b90a6ac9c0f6a7f177

Aliases

arxiv: 1811.04475 · arxiv_version: 1811.04475v1 · doi: 10.48550/arxiv.1811.04475 · pith_short_12: NYEGGRPRYNSM · pith_short_16: NYEGGRPRYNSMVAEP · pith_short_8: NYEGGRPR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NYEGGRPRYNSMVAEPTDAZODBMRS \
  | 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: 6e086345f1c364ca808f98c1970c2c8c824daec5ba23a4b90a6ac9c0f6a7f177
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "71b4019bb9c3c7993b683ff46803fc08510503f48eba86c9a7dd35143caae7cd",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2018-11-11T20:42:09Z",
    "title_canon_sha256": "efec66ff7b5c6d105b097373f2b7306b65b4c309ecd970bf1c388d7f5e87e0bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.04475",
    "kind": "arxiv",
    "version": 1
  }
}