Pith Number

pith:IRWCGSYP

pith:2024:IRWCGSYPLU5VT6HIZHLCK5WPMX

not attested not anchored not stored refs pending

Imitation Learning for Intra-Day Power Grid Operation through Topology Actions

Jan Viebahn, Matthijs de Jong, Yuliya Shapovalova

arxiv:2407.19865 v2 · 2024-07-29 · cs.AI · 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{IRWCGSYPLU5VT6HIZHLCK5WPMX}

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

Centrally Coordinated Multi-Agent Reinforcement Learning for Power Grid Topology Control

Receipt and verification

First computed	2026-07-05T08:56:23.329362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

446c234b0f5d3b59f8e8c9d62576cf65ec167450803ad84c993ac41fba659682

Aliases

arxiv: 2407.19865 · arxiv_version: 2407.19865v2 · doi: 10.48550/arxiv.2407.19865 · pith_short_12: IRWCGSYPLU5V · pith_short_16: IRWCGSYPLU5VT6HI · pith_short_8: IRWCGSYP

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/IRWCGSYPLU5VT6HIZHLCK5WPMX \
  | 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: 446c234b0f5d3b59f8e8c9d62576cf65ec167450803ad84c993ac41fba659682

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a9d6298a4a0e75d08d77db21e89af215223f1d106ea8aa676150dd1d4d6789c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-29T10:34:19Z",
    "title_canon_sha256": "f7aa49121181f8783c58104255a9d5260d5041d50ba3b935196b24f9ebaf8217"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19865",
    "kind": "arxiv",
    "version": 2
  }
}