Pith Number

pith:IOENMXH2

pith:2022:IOENMXH2LHTLIADTCEXZMYTAEM

not attested not anchored not stored refs pending

Quantum policy gradient algorithms

Arjan Cornelissen, M\=aris Ozols, Sofiene Jerbi, Vedran Dunjko

arxiv:2212.09328 v1 · 2022-12-19 · quant-ph · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IOENMXH2LHTLIADTCEXZMYTAEM}

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

1 paper in Pith

A Review of Variational Quantum Algorithms: Insights into Fault-Tolerant Quantum Computing

Receipt and verification

First computed	2026-07-05T06:33:03.497521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4388d65cfa59e6b40073112f9662602319ac923efb2615a35b0996be35075068

Aliases

arxiv: 2212.09328 · arxiv_version: 2212.09328v1 · doi: 10.48550/arxiv.2212.09328 · pith_short_12: IOENMXH2LHTL · pith_short_16: IOENMXH2LHTLIADT · pith_short_8: IOENMXH2

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/IOENMXH2LHTLIADTCEXZMYTAEM \
  | 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: 4388d65cfa59e6b40073112f9662602319ac923efb2615a35b0996be35075068

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27ce080b20428fee45fd02e812eb76098d5bfa4178382f31e58c21eeac3afbb0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2022-12-19T09:45:58Z",
    "title_canon_sha256": "1fa106b62722ca7b10a05661cd8a9395785a0a19b7f78d577ec1bc609fa1e88e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.09328",
    "kind": "arxiv",
    "version": 1
  }
}