Pith Number

pith:MXPRWTT6

pith:2023:MXPRWTT6PKUV6BY5FVB7AKASWW

not attested not anchored not stored refs pending

Cooperative Multi-Agent Deep Reinforcement Learning for Adaptive Decentralized Emergency Voltage Control

Meng Yue, Ying Zhang

arxiv:2310.13577 v1 · 2023-10-20 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MXPRWTT6PKUV6BY5FVB7AKASWW}

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.

Receipt and verification

First computed	2026-07-05T07:03:12.619538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65df1b4e7e7aa95f071d2d43f02812b5a644ab10b4e9ff9f4b996c46dde01299

Aliases

arxiv: 2310.13577 · arxiv_version: 2310.13577v1 · doi: 10.48550/arxiv.2310.13577 · pith_short_12: MXPRWTT6PKUV · pith_short_16: MXPRWTT6PKUV6BY5 · pith_short_8: MXPRWTT6

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/MXPRWTT6PKUV6BY5FVB7AKASWW \
  | 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: 65df1b4e7e7aa95f071d2d43f02812b5a644ab10b4e9ff9f4b996c46dde01299

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5054b3aefbb31cafa6f43711ec6a0b97779afba66d342ca3806a703343180fe",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-10-20T15:16:07Z",
    "title_canon_sha256": "e60faae123dda2a58312fdd4e1c30427ce0b20e5d1adc1e6dec8c3b763057d41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13577",
    "kind": "arxiv",
    "version": 1
  }
}