Pith Number

pith:KUGUFOFX

pith:2020:KUGUFOFX4WIV3N3PXNJCPZWLAE

not attested not anchored not stored refs pending

Reinforcement Learning for Electricity Network Operation

Adrian Kelly, Aidan O'Sullivan, Antoine Marot, Patrick de Mars

arxiv:2003.07339 v1 · 2020-03-16 · eess.SP · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KUGUFOFX4WIV3N3PXNJCPZWLAE}

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

Interpretable Policy Distillation for Power Grid Topology Control

Receipt and verification

First computed	2026-07-05T00:48:11.683991Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

550d42b8b7e5915db76fbb5227e6cb010f9bba39a7de5bd89540143d013767bc

Aliases

arxiv: 2003.07339 · arxiv_version: 2003.07339v1 · doi: 10.48550/arxiv.2003.07339 · pith_short_12: KUGUFOFX4WIV · pith_short_16: KUGUFOFX4WIV3N3P · pith_short_8: KUGUFOFX

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/KUGUFOFX4WIV3N3PXNJCPZWLAE \
  | 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: 550d42b8b7e5915db76fbb5227e6cb010f9bba39a7de5bd89540143d013767bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a76e8dc947b35b7fe0656bf174f57cb56510c5e57fb3dcf0dcc596023d82ea5",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-03-16T17:21:35Z",
    "title_canon_sha256": "cdbcd15b5fe6f6529dfda9af09aa7892d218a85f852020dc8eb3bb9e7a383cfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.07339",
    "kind": "arxiv",
    "version": 1
  }
}