Pith Number

pith:ZS37PKNQ

pith:2019:ZS37PKNQVTFLL43GPFFPHN6LQ2

not attested not anchored not stored refs pending

L*-Based Learning of Markov Decision Processes (Extended Version)

Bernhard K. Aichernig, Giovanni Bacci, Kim G. Larsen, Maria Eichlseder, Martin Tappler

arxiv:1906.12239 v1 · 2019-06-28 · 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{ZS37PKNQVTFLL43GPFFPHN6LQ2}

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	2026-05-17T23:41:58.901871Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ccb7f7a9b0accab5f366794af3b7cb868a2f73acd5fca1fd64a6de8b00f79495

Aliases

arxiv: 1906.12239 · arxiv_version: 1906.12239v1 · doi: 10.48550/arxiv.1906.12239 · pith_short_12: ZS37PKNQVTFL · pith_short_16: ZS37PKNQVTFLL43G · pith_short_8: ZS37PKNQ

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/ZS37PKNQVTFLL43GPFFPHN6LQ2 \
  | 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: ccb7f7a9b0accab5f366794af3b7cb868a2f73acd5fca1fd64a6de8b00f79495

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10d8573042bad1e7b017a3be27732f2b6b933084774d837d2aac83dd3552c50e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-28T14:31:49Z",
    "title_canon_sha256": "caa8c5a2a31ba676217a81cad10f205cc4519e6230500a83c034fa84d23ca5a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.12239",
    "kind": "arxiv",
    "version": 1
  }
}