Pith Number

pith:3S7QYFQV

pith:2023:3S7QYFQVOKMEBPZGGLNQINWBVS

not attested not anchored not stored refs pending

Multi-Microgrid Collaborative Optimization Scheduling Using an Improved Multi-Agent Soft Actor-Critic Algorithm

Bin Wang, Haibo Wu, Jiankai Gao, Yang Li

arxiv:2304.01223 v1 · 2023-04-01 · eess.SY · cs.LG · 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{3S7QYFQVOKMEBPZGGLNQINWBVS}

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	2026-07-05T05:58:20.924182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dcbf0c1615729840bf2632db0436c1acac308b4970c6c3217cf2f8b561b13e88

Aliases

arxiv: 2304.01223 · arxiv_version: 2304.01223v1 · doi: 10.48550/arxiv.2304.01223 · pith_short_12: 3S7QYFQVOKME · pith_short_16: 3S7QYFQVOKMEBPZG · pith_short_8: 3S7QYFQV

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/3S7QYFQVOKMEBPZGGLNQINWBVS \
  | 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: dcbf0c1615729840bf2632db0436c1acac308b4970c6c3217cf2f8b561b13e88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b918e4a0e3b17f2e45ecc7b9e5b98823d07be0075b22c5602605f241bba7a9bb",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-04-01T22:44:52Z",
    "title_canon_sha256": "75d11f64ca15798008c5ded42e8bb51a11de9a0dae4fb97692c0d3440bf712be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.01223",
    "kind": "arxiv",
    "version": 1
  }
}