Pith Number

pith:BJ6DX62A

pith:2026:BJ6DX62ASCTOJCIZNLZZJHADEA

not attested not anchored not stored refs pending

N(CO)$^2$: Neural Combinatorial Optimization with Chance Constraints to Solve Stochastic Orienteering

Anas Saeed, Marcos Abel Zuzu\'arregui, Stefano Carpin

arxiv:2606.18514 v1 · 2026-06-16 · cs.RO · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BJ6DX62ASCTOJCIZNLZZJHADEA}

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	2026-06-19T16:11:39.222741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a7c3bfb4090a6e489196af3949c03202ee906250c0e650ca3117b9754ad832e

Aliases

arxiv: 2606.18514 · arxiv_version: 2606.18514v1 · doi: 10.48550/arxiv.2606.18514 · pith_short_12: BJ6DX62ASCTO · pith_short_16: BJ6DX62ASCTOJCIZ · pith_short_8: BJ6DX62A

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/BJ6DX62ASCTOJCIZNLZZJHADEA \
  | 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: 0a7c3bfb4090a6e489196af3949c03202ee906250c0e650ca3117b9754ad832e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09e420687b5aed759e3afcf4f7ae6caf16b9b95a222596eb63bde3d54f473a1f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2026-06-16T22:05:51Z",
    "title_canon_sha256": "7403617c5810753a8341457466cef5bbef1b9f8f07064733abde1a2e1eb52231"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18514",
    "kind": "arxiv",
    "version": 1
  }
}