Pith Number

pith:ZM7OHIWB

pith:2025:ZM7OHIWBXYY3OMVOQXFZ5FKWQZ

not attested not anchored not stored refs pending

Investigating the Monte-Carlo Tree Search Approach for the Job Shop Scheduling Problem

Damien Ernst, Laurie Boveroux, Quentin Louveaux

arxiv:2501.17991 v1 · 2025-01-29 · 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{ZM7OHIWBXYY3OMVOQXFZ5FKWQZ}

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	2026-07-05T10:07:05.305026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb3ee3a2c1be31b732ae85cb9e9556864695934b37baf14be5dc93d03317593f

Aliases

arxiv: 2501.17991 · arxiv_version: 2501.17991v1 · doi: 10.48550/arxiv.2501.17991 · pith_short_12: ZM7OHIWBXYY3 · pith_short_16: ZM7OHIWBXYY3OMVO · pith_short_8: ZM7OHIWB

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/ZM7OHIWBXYY3OMVOQXFZ5FKWQZ \
  | 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: cb3ee3a2c1be31b732ae85cb9e9556864695934b37baf14be5dc93d03317593f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "139f08eac28227e1406585afebc1ee349792df585e91f0f47e84b514cf4b00ab",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-29T20:55:53Z",
    "title_canon_sha256": "c9ac893fa9d58ac15ee3f707c947acacc21faa481a77ae5b5ba6777d762117e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17991",
    "kind": "arxiv",
    "version": 1
  }
}