Pith Number

pith:JIUIJONK

pith:2023:JIUIJONKAO4MGR7VMFJZDTF4U5

not attested not anchored not stored refs pending

Contextual Reinforcement Learning for Offshore Wind Farm Bidding

David Cole, Himanshu Sharma, Wei Wang

arxiv:2312.10884 v1 · 2023-12-18 · eess.SY · cs.AI · cs.LG · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JIUIJONKAO4MGR7VMFJZDTF4U5}

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	2026-07-05T07:25:13.769866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a2884b9aa03b8c347f5615391ccbca760c7f942e202e9060d603123ced3aadc

Aliases

arxiv: 2312.10884 · arxiv_version: 2312.10884v1 · doi: 10.48550/arxiv.2312.10884 · pith_short_12: JIUIJONKAO4M · pith_short_16: JIUIJONKAO4MGR7V · pith_short_8: JIUIJONK

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/JIUIJONKAO4MGR7VMFJZDTF4U5 \
  | 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: 4a2884b9aa03b8c347f5615391ccbca760c7f942e202e9060d603123ced3aadc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e309f14edb014df492ac8e3a5e654321ac0773a13fa40b0784fa6b737ffb4e5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-12-18T02:15:40Z",
    "title_canon_sha256": "d7c4b67e3c14487a4f7ff2f7e819cf7647a96f07cefffa33d8a006ca25b4258c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10884",
    "kind": "arxiv",
    "version": 1
  }
}