Pith Number

pith:22GG4LGI

pith:2026:22GG4LGIMMR7CERBEA5TIC5OCN

not attested not anchored not stored refs pending

Hierarchical Multi-Agent Reinforcement Learning for Carbon-Aware AI Data Centers in Power Distribution Systems

Dae-Hyun Choi, Hyunsoo Lee, Joongheon Kim, Panggah Prabawa

arxiv:2607.03324 v1 · 2026-07-03 · eess.SY · cs.AI · cs.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{22GG4LGIMMR7CERBEA5TIC5OCN}

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	2026-07-07T02:17:37.479028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d68c6e2cc86323f11221203b340bae136d54e9388d2a39d5ef9e6c23ea284c40

Aliases

arxiv: 2607.03324 · arxiv_version: 2607.03324v1 · doi: 10.48550/arxiv.2607.03324 · pith_short_12: 22GG4LGIMMR7 · pith_short_16: 22GG4LGIMMR7CERB · pith_short_8: 22GG4LGI

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/22GG4LGIMMR7CERBEA5TIC5OCN \
  | 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: d68c6e2cc86323f11221203b340bae136d54e9388d2a39d5ef9e6c23ea284c40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02de33a99228ae404a8f2e283fbc81cac87dfd8e383640adbd58d7786b974105",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2026-07-03T13:41:00Z",
    "title_canon_sha256": "2e8a4d73cc934514afa4a8ab5f70576edec80aa14c971cbcce194a5e6fbb98cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03324",
    "kind": "arxiv",
    "version": 1
  }
}