Pith Number

pith:CXPTADUO

pith:2021:CXPTADUOMGDG4QWUO2CJ5Y2PCN

not attested not anchored not stored refs pending

Safe Reinforcement Learning for Grid Voltage Control

Qiuhua Huang, Renke Huang, Sayak Mukherjee, Thanh Long Vu

arxiv:2112.01484 v1 · 2021-12-02 · cs.LG · cs.SY · eess.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{CXPTADUOMGDG4QWUO2CJ5Y2PCN}

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	2026-07-05T03:37:30.515631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15df300e8e61866e42d476849ee34f134bfeb9a9e7e12325253419bc2948e130

Aliases

arxiv: 2112.01484 · arxiv_version: 2112.01484v1 · doi: 10.48550/arxiv.2112.01484 · pith_short_12: CXPTADUOMGDG · pith_short_16: CXPTADUOMGDG4QWU · pith_short_8: CXPTADUO

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/CXPTADUOMGDG4QWUO2CJ5Y2PCN \
  | 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: 15df300e8e61866e42d476849ee34f134bfeb9a9e7e12325253419bc2948e130

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebda8c7020527cbd51b289da0e3072dd6a64f790e0891466d74da17c96a3abc6",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-02T18:34:50Z",
    "title_canon_sha256": "83b97494e279a6f8dca4d8b343da2e2d6125d9bbc5f2a44b53dfe39ffd8d75b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.01484",
    "kind": "arxiv",
    "version": 1
  }
}