pith. sign in
Pith Number

pith:SOEEMBE2

pith:2018:SOEEMBE22WRGYTAWLJJGOFRIDX
not attested not anchored not stored refs pending

Online Off-policy Prediction

Adam White, Andrew Patterson, Martha White, Richard S. Sutton, Sina Ghiassian

arxiv:1811.02597 v1 · 2018-11-06 · cs.LG · cs.AI · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SOEEMBE22WRGYTAWLJJGOFRIDX}

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 2026-05-18T00:01:21.294624Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

938846049ad5a26c4c165a526716281dc981155b48ed0c166b3179f90a06d194

Aliases

arxiv: 1811.02597 · arxiv_version: 1811.02597v1 · doi: 10.48550/arxiv.1811.02597 · pith_short_12: SOEEMBE22WRG · pith_short_16: SOEEMBE22WRGYTAW · pith_short_8: SOEEMBE2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SOEEMBE22WRGYTAWLJJGOFRIDX \
  | 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: 938846049ad5a26c4c165a526716281dc981155b48ed0c166b3179f90a06d194
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a1d9e943fc0050f41a57b62becedad8d6b25c835e9432efad048e0977e3af76a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-06T19:09:04Z",
    "title_canon_sha256": "d002b72aa900476cc897c6e7fc1c55a8d18670034cba681dc46a31a93a500208"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.02597",
    "kind": "arxiv",
    "version": 1
  }
}