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Pith Number

pith:U7ZIK2QU

pith:2025:U7ZIK2QUISW66DP4SMZZYM3JXK
not attested not anchored not stored refs pending

Diffusion-Modeled Reinforcement Learning for Carbon and Risk-Aware Microgrid Optimization

Cheng Xiang, Dusit Niyato, Hongyang Du, Shuhua Gao, Wei Zhang, Yunyi Zhao

arxiv:2507.16867 v1 · 2025-07-22 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{U7ZIK2QUISW66DP4SMZZYM3JXK}

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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 2026-07-05T11:41:57.434508Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a7f2856a1444adef0dfc93339c3369ba8cc53e35029748ace1ecaf72d2a0641b

Aliases

arxiv: 2507.16867 · arxiv_version: 2507.16867v1 · doi: 10.48550/arxiv.2507.16867 · pith_short_12: U7ZIK2QUISW6 · pith_short_16: U7ZIK2QUISW66DP4 · pith_short_8: U7ZIK2QU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/U7ZIK2QUISW66DP4SMZZYM3JXK \
  | 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: a7f2856a1444adef0dfc93339c3369ba8cc53e35029748ace1ecaf72d2a0641b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5d5afb0eb72ee61f2944ac3b6b2659636f6a765c54af2e79db2a8d1adbb9d5a9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-22T03:27:07Z",
    "title_canon_sha256": "05ea65baec64ae41eff27a2fba0786de32320f616a2eb79c49057db5b04fa00e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.16867",
    "kind": "arxiv",
    "version": 1
  }
}