Pith Number

pith:SYKLH5SM

pith:2016:SYKLH5SMEP3Z2E64WAWIK75KO7

not attested not anchored not stored refs pending

Principled Option Learning in Markov Decision Processes

Michal Moshkovitz, Naftali Tishby, Roy Fox

arxiv:1609.05524 v3 · 2016-09-18 · 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{SYKLH5SMEP3Z2E64WAWIK75KO7}

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	2026-05-18T00:24:45.257967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9614b3f64c23f79d13dcb02c857faa77ecc9b6ea8c042c2ecbcaefdad7256c87

Aliases

arxiv: 1609.05524 · arxiv_version: 1609.05524v3 · doi: 10.48550/arxiv.1609.05524 · pith_short_12: SYKLH5SMEP3Z · pith_short_16: SYKLH5SMEP3Z2E64 · pith_short_8: SYKLH5SM

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/SYKLH5SMEP3Z2E64WAWIK75KO7 \
  | 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: 9614b3f64c23f79d13dcb02c857faa77ecc9b6ea8c042c2ecbcaefdad7256c87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2a6d6f8d471e2dd79d2f199d144b4859686c2e6e57b36b7609c0aad2d79b933",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-09-18T18:19:02Z",
    "title_canon_sha256": "e8df9732f7e791166b3b975e6b0b33d1bd157a26ba4ecc7bf70f1d6cf210f566"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1609.05524",
    "kind": "arxiv",
    "version": 3
  }
}