Pith Number

pith:BVETB6NJ

pith:2021:BVETB6NJ7TCE4HVQ7F33WX4BCH

not attested not anchored not stored refs pending

Parametrized quantum policies for reinforcement learning

Casper Gyurik, Hans J. Briegel, Simon C. Marshall, Sofiene Jerbi, Vedran Dunjko

arxiv:2103.05577 v2 · 2021-03-09 · 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{BVETB6NJ7TCE4HVQ7F33WX4BCH}

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

QnRL: Quantum-Native Reinforcement Learning

Enhanced Reinforcement Learning-based Process Synthesis via Quantum Computing

Receipt and verification

First computed	2026-07-05T03:39:13.568881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d4930f9a9fcc44e1eb0f977bb5f8111ff8efec7cd3933c5d7f777e2ce754548

Aliases

arxiv: 2103.05577 · arxiv_version: 2103.05577v2 · doi: 10.48550/arxiv.2103.05577 · pith_short_12: BVETB6NJ7TCE · pith_short_16: BVETB6NJ7TCE4HVQ · pith_short_8: BVETB6NJ

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/BVETB6NJ7TCE4HVQ7F33WX4BCH \
  | 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: 0d4930f9a9fcc44e1eb0f977bb5f8111ff8efec7cd3933c5d7f777e2ce754548

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd4fc991a59fd109b0478fa1fd98524dddcca644922c9b8b26c65bb98461e314",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2021-03-09T17:33:09Z",
    "title_canon_sha256": "f8278a64a480b86e73776ece0da5e31bca3cabe04916a689f19dc0709687568a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.05577",
    "kind": "arxiv",
    "version": 2
  }
}