Pith Number

pith:SKTTS3QU

pith:2025:SKTTS3QU5ZR3UYQSIDAHEPCXZL

not attested not anchored not stored refs pending

Grower-in-the-Loop Interactive Reinforcement Learning for Greenhouse Climate Control

Congcong Sun, Jianglin Lan, Jingxin Yu, Maxiu Xiao, Qiuju Xie, Weihong Ma

arxiv:2505.23355 v3 · 2025-05-29 · cs.LG · 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{SKTTS3QU5ZR3UYQSIDAHEPCXZL}

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	2026-07-05T12:06:13.206990Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92a7396e14ee63ba621240c0723c57cae6c4445ec6ad0f51bd75030c8fdea892

Aliases

arxiv: 2505.23355 · arxiv_version: 2505.23355v3 · doi: 10.48550/arxiv.2505.23355 · pith_short_12: SKTTS3QU5ZR3 · pith_short_16: SKTTS3QU5ZR3UYQS · pith_short_8: SKTTS3QU

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/SKTTS3QU5ZR3UYQSIDAHEPCXZL \
  | 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: 92a7396e14ee63ba621240c0723c57cae6c4445ec6ad0f51bd75030c8fdea892

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8de83cafbef029c86da8e187d6e3d7a44207d5b4fa41bd9b8bb689638314543f",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T11:30:35Z",
    "title_canon_sha256": "3350472ee411a6f184e20c6118ad99eac3fcddc13cf51c3670f8a94fcaeb0fd1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23355",
    "kind": "arxiv",
    "version": 3
  }
}