Pith Number

pith:CDDTALLS

pith:2024:CDDTALLSO3FBAVG7YMT2GEBWZI

not attested not anchored not stored refs pending

Hamiltonian-based Quantum Reinforcement Learning for Neural Combinatorial Optimization

Andreas Rosskopf, Georg Kruse, Jeanette Miriam Lorenz, Robert Wille, Rodrigo Coehlo

arxiv:2405.07790 v1 · 2024-05-13 · quant-ph · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CDDTALLSO3FBAVG7YMT2GEBWZI}

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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

1 paper in Pith

Benchmarking Quantum Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:18:34.710806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10c7302d7276ca1054dfc327a31036ca009d68aea5e3137c3944a3ef0f89f53f

Aliases

arxiv: 2405.07790 · arxiv_version: 2405.07790v1 · doi: 10.48550/arxiv.2405.07790 · pith_short_12: CDDTALLSO3FB · pith_short_16: CDDTALLSO3FBAVG7 · pith_short_8: CDDTALLS

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/CDDTALLSO3FBAVG7YMT2GEBWZI \
  | 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: 10c7302d7276ca1054dfc327a31036ca009d68aea5e3137c3944a3ef0f89f53f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7f72d89d2ea78bbcec7a300ed0930850a77aecb32e13dae447c435d184e7a13",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2024-05-13T14:36:22Z",
    "title_canon_sha256": "a08064fdf9cafbbc856c702eeb8fa398f0d515cf7f1d0ddf6d2c4a4eaa468aa6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.07790",
    "kind": "arxiv",
    "version": 1
  }
}