Pith Number

pith:BGN7XQ6V

pith:2025:BGN7XQ6VY5PQLLARHMGTWE4FWA

not attested not anchored not stored refs pending

Multi-Objective Reinforcement Learning for Power Grid Topology Control

Ali Rajaei, Davide Barbieri, Jan Viebahn, Jochen L. Cremer, Thomas Lautenbacher

arxiv:2502.00040 v2 · 2025-01-27 · cs.LG · cs.AI · 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{BGN7XQ6VY5PQLLARHMGTWE4FWA}

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	2026-07-05T10:56:37.536992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

099bfbc3d5c75f05ac113b0d3b1385b0296d394c26e8b96d0ec356da671a5e12

Aliases

arxiv: 2502.00040 · arxiv_version: 2502.00040v2 · doi: 10.48550/arxiv.2502.00040 · pith_short_12: BGN7XQ6VY5PQ · pith_short_16: BGN7XQ6VY5PQLLAR · pith_short_8: BGN7XQ6V

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/BGN7XQ6VY5PQLLARHMGTWE4FWA \
  | 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: 099bfbc3d5c75f05ac113b0d3b1385b0296d394c26e8b96d0ec356da671a5e12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d486a6814920e8d33566157c6216574d026666fbee6870b544ea679ad52a6355",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-27T12:23:03Z",
    "title_canon_sha256": "abd3516789fd1aee36b1645f29ac4e8dda56a5ff0a786a623713c1331fbde1cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00040",
    "kind": "arxiv",
    "version": 2
  }
}