Pith Number

pith:HR3V7B3P

pith:2025:HR3V7B3PWDAKIUFRRRFC2W4T25

not attested not anchored not stored refs pending

Scalability of Reinforcement Learning Methods for Dispatching in Semiconductor Frontend Fabs: A Comparison of Open-Source Models with Real Industry Datasets

Alessandro Immordino, Chew Wye Chan, Fei Fei Zhang, Georg Seidel, Henning S\"udfeld, Konstantin Schekotihin, Marc Wegmann, Martin Gebser, Patrick St\"ockermann, Thomas Altenm\"uller

arxiv:2505.11135 v1 · 2025-05-16 · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HR3V7B3PWDAKIUFRRRFC2W4T25}

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	2026-07-05T11:44:48.881952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c775f876fb0c0a450b18c4a2d5b93d74b5489a627b8f1aa67108b7662e9758b

Aliases

arxiv: 2505.11135 · arxiv_version: 2505.11135v1 · doi: 10.48550/arxiv.2505.11135 · pith_short_12: HR3V7B3PWDAK · pith_short_16: HR3V7B3PWDAKIUFR · pith_short_8: HR3V7B3P

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/HR3V7B3PWDAKIUFRRRFC2W4T25 \
  | 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: 3c775f876fb0c0a450b18c4a2d5b93d74b5489a627b8f1aa67108b7662e9758b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e448d76d13e9212c4c93d6787eeba365fe1b7e5d26849660eff8ae14a08127ac",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-16T11:32:29Z",
    "title_canon_sha256": "b2558dec08a73a3455385f99e91a950ffb5a46be2a78e0d6dabaf420db622a0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11135",
    "kind": "arxiv",
    "version": 1
  }
}