Pith Number

pith:RJRAXQWP

pith:2024:RJRAXQWPVMNUYZELAB27CXFSZG

not attested not anchored not stored refs pending

Optimizing Load Scheduling in Power Grids Using Reinforcement Learning and Markov Decision Processes

Dongwen Luo

arxiv:2410.17696 v1 · 2024-10-23 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RJRAXQWPVMNUYZELAB27CXFSZG}

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

Hybrid ML-RL Approach for Smart Grid Stability Prediction and Optimized Control Strategy

Receipt and verification

First computed	2026-07-05T09:24:42.954598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a620bc2cfab1b4c648b0075f15cb2c9b1accb6ee02859358e8d48904eec5082

Aliases

arxiv: 2410.17696 · arxiv_version: 2410.17696v1 · doi: 10.48550/arxiv.2410.17696 · pith_short_12: RJRAXQWPVMNU · pith_short_16: RJRAXQWPVMNUYZEL · pith_short_8: RJRAXQWP

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/RJRAXQWPVMNUYZELAB27CXFSZG \
  | 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: 8a620bc2cfab1b4c648b0075f15cb2c9b1accb6ee02859358e8d48904eec5082

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8e9d34e44332fdd19866fcad458d923c355c61433f3d80097dd0586ee5f48fe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-23T09:16:22Z",
    "title_canon_sha256": "9fda28f6fa4a55f445eaf5e30a5647c58eb216558df954ecfc6874a45e95086c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.17696",
    "kind": "arxiv",
    "version": 1
  }
}