Pith Number

pith:ULZSODIC

pith:2025:ULZSODICRLX35WUQ6IY3KX3NQA

not attested not anchored not stored refs pending

Deep Reinforcement Learning with Local Interpretability for Transparent Microgrid Resilience Energy Management

Fawaz Annaz, Florimond Gueniat, Mario De Oliveira, Mohammad Hossein Nejati Amiri

arxiv:2508.08132 v1 · 2025-08-11 · eess.SY · 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{ULZSODICRLX35WUQ6IY3KX3NQA}

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.

Cited by

1 paper in Pith

SolarChain-Eval: A Physics-Constrained Benchmark for Trustworthy Economic Agents in Decentralized Energy Markets

Receipt and verification

First computed	2026-07-05T11:52:08.799685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2f3270d028aefbeda90f231b55f6d80292dfbeca56adb552b0bc2aaf00d4a2c

Aliases

arxiv: 2508.08132 · arxiv_version: 2508.08132v1 · doi: 10.48550/arxiv.2508.08132 · pith_short_12: ULZSODICRLX3 · pith_short_16: ULZSODICRLX35WUQ · pith_short_8: ULZSODIC

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/ULZSODICRLX35WUQ6IY3KX3NQA \
  | 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: a2f3270d028aefbeda90f231b55f6d80292dfbeca56adb552b0bc2aaf00d4a2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4521c314fd4a0a3bd308ba4f34d1229684ee18df410fb031ef4f465f504c0d0c",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-08-11T16:06:11Z",
    "title_canon_sha256": "1ff559de5bcf576c2bd0d07f9f0b6833c209e9ad30761d1bbef3a1d4f3bf82ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08132",
    "kind": "arxiv",
    "version": 1
  }
}