Pith Number

pith:533GWVAR

pith:2017:533GWVAR3V52F22HXNACAPLQVA

not attested not anchored not stored refs pending

Batch Reinforcement Learning on the Industrial Benchmark: First Experiences

Alexander Hentschel, Daniel Hein, Michel Tokic, Steffen Udluft, Thomas A. Runkler, Volkmar Sterzing

arxiv:1705.07262 v2 · 2017-05-20 · cs.LG · cs.AI · cs.NE · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{533GWVAR3V52F22HXNACAPLQVA}

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	2026-05-18T00:25:07.715649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eef66b5411dd7ba2eb47bb40203d70a81c07b9c6c72c59a3c81cad4f2b31c2cd

Aliases

arxiv: 1705.07262 · arxiv_version: 1705.07262v2 · doi: 10.48550/arxiv.1705.07262 · pith_short_12: 533GWVAR3V52 · pith_short_16: 533GWVAR3V52F22H · pith_short_8: 533GWVAR

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/533GWVAR3V52F22HXNACAPLQVA \
  | 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: eef66b5411dd7ba2eb47bb40203d70a81c07b9c6c72c59a3c81cad4f2b31c2cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1ea2c4033f6949149fd909eafe1a97a455ff6a71d6cecb28aa77dec9da302db",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-05-20T05:31:52Z",
    "title_canon_sha256": "6d411bcb2aeb7d445d05ca4803ae06d4b77f91237ff7ea64c640fddc565a1474"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.07262",
    "kind": "arxiv",
    "version": 2
  }
}