Pith Number

pith:PYBVOI66

pith:2023:PYBVOI66SJ6UDBQWKCDAOW7POL

not attested not anchored not stored refs pending

Multi-Agent Quantum Reinforcement Learning using Evolutionary Optimization

Claudia Linnhoff-Popien, Felix Topp, Jonas N\"u{\ss}lein, Michael K\"olle, Philipp Altmann, Thomy Phan

arxiv:2311.05546 v4 · 2023-11-09 · quant-ph · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PYBVOI66SJ6UDBQWKCDAOW7POL}

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	2026-07-05T09:55:53.444985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e035723de927d4186165086075bef72c6284093b7da589aa75b1ba6b4a91c05

Aliases

arxiv: 2311.05546 · arxiv_version: 2311.05546v4 · doi: 10.48550/arxiv.2311.05546 · pith_short_12: PYBVOI66SJ6U · pith_short_16: PYBVOI66SJ6UDBQW · pith_short_8: PYBVOI66

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/PYBVOI66SJ6UDBQWKCDAOW7POL \
  | 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: 7e035723de927d4186165086075bef72c6284093b7da589aa75b1ba6b4a91c05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7381d2f735fa9a4e6a7db3014e0fed7196ff17d41d278793c43a475c361a5371",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2023-11-09T17:45:32Z",
    "title_canon_sha256": "a9ee3ae8c35d7a26ffd2beb58e8f71bb096c2cb3721d44ee4031f22f42607a2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05546",
    "kind": "arxiv",
    "version": 4
  }
}