Pith Number

pith:TVJ354R5

pith:2022:TVJ354R5G5GCD5RE4HD565PEQN

not attested not anchored not stored refs pending

Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design

Hyunhee Cho, Jae Pyoung Kim, Jihong Park, Joongheon Kim, Soyi Jung, Won Joon Yun, Yunseok Kwak

arxiv:2203.10443 v1 · 2022-03-20 · quant-ph · cs.ET · 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{TVJ354R5G5GCD5RE4HD565PEQN}

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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

Quantum Agents

Receipt and verification

First computed	2026-07-05T04:13:14.058926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d53bef23d374c21f624e1c7df75e4834f99e74da75e3e608afd81927b9768d4

Aliases

arxiv: 2203.10443 · arxiv_version: 2203.10443v1 · doi: 10.48550/arxiv.2203.10443 · pith_short_12: TVJ354R5G5GC · pith_short_16: TVJ354R5G5GCD5RE · pith_short_8: TVJ354R5

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/TVJ354R5G5GCD5RE4HD565PEQN \
  | 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: 9d53bef23d374c21f624e1c7df75e4834f99e74da75e3e608afd81927b9768d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f142ac4713a88abd1609476507f29c65105e48950990a4c62a04770cb3d3c095",
    "cross_cats_sorted": [
      "cs.ET",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2022-03-20T03:44:45Z",
    "title_canon_sha256": "71710ce3a0e3168b393f01934fd95d3d4976489e77ed603475d80a99feeb5dac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.10443",
    "kind": "arxiv",
    "version": 1
  }
}