Pith Number

pith:EUP344SR

pith:2025:EUP344SRUPNLUUBCVSQANUJSFJ

not attested not anchored not stored refs pending

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

Barbera de Mol, Davide Barbieri, Davide Grossi, Jan Viebahn

arxiv:2502.08681 v2 · 2025-02-12 · cs.MA · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EUP344SRUPNLUUBCVSQANUJSFJ}

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	2026-07-05T11:03:21.389389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

251fbe7251a3daba5022aca006d1322a627ef1d1d52d83c7638cbca16e7adb1a

Aliases

arxiv: 2502.08681 · arxiv_version: 2502.08681v2 · doi: 10.48550/arxiv.2502.08681 · pith_short_12: EUP344SRUPNL · pith_short_16: EUP344SRUPNLUUBC · pith_short_8: EUP344SR

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/EUP344SRUPNLUUBCVSQANUJSFJ \
  | 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: 251fbe7251a3daba5022aca006d1322a627ef1d1d52d83c7638cbca16e7adb1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51cf2d8f5e62162ac93490a4372613b061d49604f7e2ec5fd88d6fd6ba3a87fb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-02-12T10:16:06Z",
    "title_canon_sha256": "2aa07f9c25ab7087fdab25e0c1025e84836b8326c01b343470a04e253bbc69ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08681",
    "kind": "arxiv",
    "version": 2
  }
}