Pith Number

pith:NMECLLIF

pith:2022:NMECLLIFSAC7OOD2OKHXPWXLQH

not attested not anchored not stored refs pending

Quantum Multi-Agent Meta Reinforcement Learning

Jihong Park, Joongheon Kim, Won Joon Yun

arxiv:2208.11510 v4 · 2022-08-22 · quant-ph · cs.AI · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NMECLLIFSAC7OOD2OKHXPWXLQH}

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

Quantum Advantage in Multi Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T05:19:54.712799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b0825ad059005f7387a728f77daeb81d334b0be8cd9305b60e48151094760c3

Aliases

arxiv: 2208.11510 · arxiv_version: 2208.11510v4 · doi: 10.48550/arxiv.2208.11510 · pith_short_12: NMECLLIFSAC7 · pith_short_16: NMECLLIFSAC7OOD2 · pith_short_8: NMECLLIF

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/NMECLLIFSAC7OOD2OKHXPWXLQH \
  | 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: 6b0825ad059005f7387a728f77daeb81d334b0be8cd9305b60e48151094760c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5acf918a11a9b20557467f1f610b9635a2d6a41024154c2fec84821314898ec0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2022-08-22T22:46:52Z",
    "title_canon_sha256": "a3354a3406d690ec91a4b7ee28f75c7e7433abddb6ca1e0ff7952b3f5f0043a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.11510",
    "kind": "arxiv",
    "version": 4
  }
}