Pith. sign in
Pith Number

pith:NCC762UT

pith:2022:NCC762UT3GKWDGHXVSDPQJDJCC
not attested not anchored not stored refs pending

Stabilizing Voltage in Power Distribution Networks via Multi-Agent Reinforcement Learning with Transformer

Houqiang Li, Mingxiao Feng, Minrui Wang, Wengang Zhou

arxiv:2206.03721 v1 · 2022-06-08 · cs.MA · cs.LG

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\usepackage{pith}
\pithnumber{NCC762UT3GKWDGHXVSDPQJDJCC}

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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.
Receipt and verification
First computed 2026-07-05T04:30:12.593542Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6885ff6a93d9956198f7ac86f8246910b8226a0bbc5dbd840db8c46279b29c04

Aliases

arxiv: 2206.03721 · arxiv_version: 2206.03721v1 · doi: 10.48550/arxiv.2206.03721 · pith_short_12: NCC762UT3GKW · pith_short_16: NCC762UT3GKWDGHX · pith_short_8: NCC762UT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NCC762UT3GKWDGHXVSDPQJDJCC \
  | 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: 6885ff6a93d9956198f7ac86f8246910b8226a0bbc5dbd840db8c46279b29c04
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8d2d7bce32a90101a7e7f9392450394d79c4dd3904eb0c96fd9acd05ed6db59f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2022-06-08T07:48:42Z",
    "title_canon_sha256": "d049a4c3e52cd8b21ee2b771fca7d7dd95310e77d9569f2ee2c4993ae613861d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.03721",
    "kind": "arxiv",
    "version": 1
  }
}