Pith Number

pith:5TJSJRMB

pith:2023:5TJSJRMBTDAJXKD6F5SJKKC26E

not attested not anchored not stored refs pending

Bayesian Reinforcement Learning for Automatic Voltage Control under Cyber-Induced Uncertainty

Abhijeet Sahu, Katherine Davis

arxiv:2305.16469 v1 · 2023-05-25 · cs.LG · cs.SY · eess.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{5TJSJRMBTDAJXKD6F5SJKKC26E}

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	2026-07-05T06:14:13.351484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecd324c58198c09ba87e2f6495285af13db602857549dbffad8dc8a2b1306e7a

Aliases

arxiv: 2305.16469 · arxiv_version: 2305.16469v1 · doi: 10.48550/arxiv.2305.16469 · pith_short_12: 5TJSJRMBTDAJ · pith_short_16: 5TJSJRMBTDAJXKD6 · pith_short_8: 5TJSJRMB

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/5TJSJRMBTDAJXKD6F5SJKKC26E \
  | 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: ecd324c58198c09ba87e2f6495285af13db602857549dbffad8dc8a2b1306e7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cfecb6b5b64d4775a0d7d6ca311611f043c756389f29d3d1b7dbcded2b76550",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-25T20:58:08Z",
    "title_canon_sha256": "df0dac4d1c2eb682b25965eb05f205ef49b509af49a9687034a8240082adc619"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16469",
    "kind": "arxiv",
    "version": 1
  }
}