Pith Number

pith:BSAFI63K

pith:2017:BSAFI63KT6JGHCMMV3SJDTRGE3

not attested not anchored not stored refs pending

Sufficient Markov Decision Processes with Alternating Deep Neural Networks

Eric B. Laber, Katie Witkiewitz, Longshaokan Wang

arxiv:1704.07531 v2 · 2017-04-25 · stat.ME · math.ST · stat.ML · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BSAFI63KT6JGHCMMV3SJDTRGE3}

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	2026-05-18T00:20:49.058298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c80547b6a9f9263898caee491ce2626e7fcf05c7b3d45c74371702e1d2e84a5

Aliases

arxiv: 1704.07531 · arxiv_version: 1704.07531v2 · doi: 10.48550/arxiv.1704.07531 · pith_short_12: BSAFI63KT6JG · pith_short_16: BSAFI63KT6JGHCMM · pith_short_8: BSAFI63K

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/BSAFI63KT6JGHCMMV3SJDTRGE3 \
  | 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: 0c80547b6a9f9263898caee491ce2626e7fcf05c7b3d45c74371702e1d2e84a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a96590ea103979edc496c222f5db6b2d221d6422ff5d2ee89525c3345888e05",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2017-04-25T04:10:37Z",
    "title_canon_sha256": "a24026bda191aa041b47a9b161109225d09390cf997ddf0d82abad71320ddcbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.07531",
    "kind": "arxiv",
    "version": 2
  }
}