Pith Number

pith:F6FAJ647

pith:2026:F6FAJ647E33KCVZ5GGRNOSP5PU

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Flexible Job Shop Scheduling with Random Job Arrivals

Alisa Rupenyan, Efe Balta, John Lygeros, Muhammad Zakwan, Yu Tang

arxiv:2605.22773 v1 · 2026-05-21 · cs.AI · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F6FAJ647E33KCVZ5GGRNOSP5PU}

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	2026-05-22T02:04:54.307040Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f8a04fb9f26f6a1573d31a2d749fd7d1318c96fd2c09267aae7c6da518c2402

Aliases

arxiv: 2605.22773 · arxiv_version: 2605.22773v1 · doi: 10.48550/arxiv.2605.22773 · pith_short_12: F6FAJ647E33K · pith_short_16: F6FAJ647E33KCVZ5 · pith_short_8: F6FAJ647

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/F6FAJ647E33KCVZ5GGRNOSP5PU \
  | 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: 2f8a04fb9f26f6a1573d31a2d749fd7d1318c96fd2c09267aae7c6da518c2402

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa7b7483e2b283d14ecb61a22c63e3b1c8a4da9764e0220e0039571654dd33ea",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-21T17:33:09Z",
    "title_canon_sha256": "7a9e3a86e7d3b85aefa212d82f7379a9d6457cde57e6a7682141bc55f10a043c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22773",
    "kind": "arxiv",
    "version": 1
  }
}