Pith Number

pith:AJUIX5OG

pith:2022:AJUIX5OG5ZYUGVAIM5BYFVOSFI

not attested not anchored not stored refs pending

Quantum Policy Gradient Algorithm with Optimized Action Decoding

Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Michael J. Hartmann, Nico Meyer

arxiv:2212.06663 v2 · 2022-12-13 · quant-ph · 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{AJUIX5OG5ZYUGVAIM5BYFVOSFI}

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

Coherent Rollout Oracles for Finite-Horizon Sequential Decision Problems

Receipt and verification

First computed	2026-07-05T06:29:37.338930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02688bf5c6ee71435408674382d5d22a363c8701cecdf5620dccee9630a7d974

Aliases

arxiv: 2212.06663 · arxiv_version: 2212.06663v2 · doi: 10.48550/arxiv.2212.06663 · pith_short_12: AJUIX5OG5ZYU · pith_short_16: AJUIX5OG5ZYUGVAI · pith_short_8: AJUIX5OG

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/AJUIX5OG5ZYUGVAIM5BYFVOSFI \
  | 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: 02688bf5c6ee71435408674382d5d22a363c8701cecdf5620dccee9630a7d974

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f95ca0a4a717c59ed74d207807e1bb256587b80ac913f6aaf0c652f6e28a10a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2022-12-13T15:42:10Z",
    "title_canon_sha256": "cdc56db2e8353ef75c09c246cf85643ef297be93fadecc6cc288e4f39e679207"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.06663",
    "kind": "arxiv",
    "version": 2
  }
}