pith. sign in
Pith Number

pith:QQVZ6ZYG

pith:2014:QQVZ6ZYG27RPNG4EP4HNSFZXCO
not attested not anchored not stored refs pending

Smart Sampling for Lightweight Verification of Markov Decision Processes

Axel Legay, Louis-Marie Traonouez, Pedro D'Argenio, Sean Sedwards

arxiv:1409.2116 v2 · 2014-09-07 · cs.DS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QQVZ6ZYG27RPNG4EP4HNSFZXCO}

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 2026-05-18T00:59:02.659845Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

842b9f6706d7e2f69b847f0ed9173713bfed248bc05a0b349edee99ced697ff0

Aliases

arxiv: 1409.2116 · arxiv_version: 1409.2116v2 · doi: 10.48550/arxiv.1409.2116 · pith_short_12: QQVZ6ZYG27RP · pith_short_16: QQVZ6ZYG27RPNG4E · pith_short_8: QQVZ6ZYG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QQVZ6ZYG27RPNG4EP4HNSFZXCO \
  | 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: 842b9f6706d7e2f69b847f0ed9173713bfed248bc05a0b349edee99ced697ff0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5922797c4b4ca9ddf0eb6fafe85bd21a335aee10b21ee493fb59704ece894fed",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2014-09-07T13:12:06Z",
    "title_canon_sha256": "6bc2a155d3e7d0ef45fb7c18cf937b4ac28e38a11965bdd9defa49e8d4a009db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1409.2116",
    "kind": "arxiv",
    "version": 2
  }
}