Pith Number

pith:4P7QGLYK

pith:2021:4P7QGLYKW3VGQGOPK6BMLC4XOO

not attested not anchored not stored refs pending

Action Set Based Policy Optimization for Safe Power Grid Management

Bo Zhou, Fan Wang, Hao Tian, Hongsheng Zeng, Kejiao Li, Yuecheng Liu

arxiv:2106.15200 v1 · 2021-06-29 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4P7QGLYKW3VGQGOPK6BMLC4XOO}

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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

Interpretable Policy Distillation for Power Grid Topology Control

Receipt and verification

First computed	2026-07-05T02:53:14.704308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3ff032f0ab6ea6819cf5782c58b9773961eedb8abf5b2448cd4d500fd4c085f

Aliases

arxiv: 2106.15200 · arxiv_version: 2106.15200v1 · doi: 10.48550/arxiv.2106.15200 · pith_short_12: 4P7QGLYKW3VG · pith_short_16: 4P7QGLYKW3VGQGOP · pith_short_8: 4P7QGLYK

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/4P7QGLYKW3VGQGOPK6BMLC4XOO \
  | 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: e3ff032f0ab6ea6819cf5782c58b9773961eedb8abf5b2448cd4d500fd4c085f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb28e97d1da8a4abcf3dbf66f92c89de0a180f131e6c14a89fdaed17865567bd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-06-29T09:36:36Z",
    "title_canon_sha256": "2712eb77ec4256057ef76ba91f578add8b7e62b68d7a3276a33c8f71bc757e84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.15200",
    "kind": "arxiv",
    "version": 1
  }
}