Pith Number

pith:72WRAV7K

pith:2026:72WRAV7KZBFS43AFJFFBHFPSLB

not attested not anchored not stored refs pending

Constraint-Aware Aggregation for Federated Reinforcement Learning in Microgrid Energy Coordination

Karl Mason, Usman Haider

arxiv:2607.12763 v1 · 2026-07-14 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{72WRAV7KZBFS43AFJFFBHFPSLB}

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	2026-07-15T01:22:16.525986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fead1057eac84b2e6c05494a1395f25845dd32241e145001829c77c008aa4b67

Aliases

arxiv: 2607.12763 · arxiv_version: 2607.12763v1 · doi: 10.48550/arxiv.2607.12763 · pith_short_12: 72WRAV7KZBFS · pith_short_16: 72WRAV7KZBFS43AF · pith_short_8: 72WRAV7K

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/72WRAV7KZBFS43AFJFFBHFPSLB \
  | 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: fead1057eac84b2e6c05494a1395f25845dd32241e145001829c77c008aa4b67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a71d678147f038b9cd1e19bd234fb62eeadf229c3e028fc7696445fc56f8b73",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-14T13:33:25Z",
    "title_canon_sha256": "612d5e291389715bf16d70c4784163178d1b4c2a4059e78b97d3b741af678c1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.12763",
    "kind": "arxiv",
    "version": 1
  }
}