Pith Number

pith:XC4KJH23

pith:2021:XC4KJH23QGMPPN3IEIZI2NCOCH

not attested not anchored not stored refs pending

Decentralized Microgrid Energy Management: A Multi-agent Correlated Q-learning Approach

Hao Zhou, Melike Erol-Kantarci

arxiv:2103.04154 v1 · 2021-03-06 · eess.SY · cs.GT · 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{XC4KJH23QGMPPN3IEIZI2NCOCH}

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	2026-07-05T02:21:02.934917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8b8a49f5b8198f7b76822328d344e11e59b5af0a8b2aa5ede5e947170983a52

Aliases

arxiv: 2103.04154 · arxiv_version: 2103.04154v1 · doi: 10.48550/arxiv.2103.04154 · pith_short_12: XC4KJH23QGMP · pith_short_16: XC4KJH23QGMPPN3I · pith_short_8: XC4KJH23

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/XC4KJH23QGMPPN3IEIZI2NCOCH \
  | 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: b8b8a49f5b8198f7b76822328d344e11e59b5af0a8b2aa5ede5e947170983a52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5bf7c8e72f35d6efaa90840d949b354a96b702c527651d7b875da556280f95b",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2021-03-06T16:52:18Z",
    "title_canon_sha256": "27bbbdf4157b815b4b3d5e481f999d751bc45fadac88d95aae4976c13739f85e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.04154",
    "kind": "arxiv",
    "version": 1
  }
}