Pith Number

pith:CAXFHGE2

pith:2023:CAXFHGE26QMC2DRMBRHEGTGCB4

not attested not anchored not stored refs pending

Solving the Quadratic Assignment Problem using Deep Reinforcement Learning

Arthur Delarue, Puneet S. Bagga

arxiv:2310.01604 v1 · 2023-10-02 · cs.LG · 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{CAXFHGE26QMC2DRMBRHEGTGCB4}

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.

Cited by

2 papers in Pith

The Importance of Encoder Choice:A Tabular-Image Study

QAP-Router: Tackling Qubit Routing as Dynamic Quadratic Assignment with Reinforcement Learning

Receipt and verification

First computed	2026-07-05T06:56:42.883224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

102e53989af4182d0e2c0c4e434cc20f1157dfcc4af1063b6f846abf9510c746

Aliases

arxiv: 2310.01604 · arxiv_version: 2310.01604v1 · doi: 10.48550/arxiv.2310.01604 · pith_short_12: CAXFHGE26QMC · pith_short_16: CAXFHGE26QMC2DRM · pith_short_8: CAXFHGE2

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/CAXFHGE26QMC2DRMBRHEGTGCB4 \
  | 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: 102e53989af4182d0e2c0c4e434cc20f1157dfcc4af1063b6f846abf9510c746

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50efbe2998ad2b7b7aa12637037806577b9b131f117bbc9d6c778a32a74c967d",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-02T19:55:15Z",
    "title_canon_sha256": "8a490a8a87256ca241b9a53cd266f0f8055c7306bf6f0d723ffc8dc164a81b4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.01604",
    "kind": "arxiv",
    "version": 1
  }
}