Pith Number

pith:LDD2PJBV

pith:2022:LDD2PJBVJO3EJ3UOL63THSSZJS

not attested not anchored not stored refs pending

gym-DSSAT: a crop model turned into a Reinforcement Learning environment

David Emukpere, Emilio J. Padr\'on, Julien Bigot, Odalric-Ambrym Maillard, Philippe Preux, Romain Gautron

arxiv:2207.03270 v4 · 2022-07-07 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LDD2PJBVJO3EJ3UOL63THSSZJS}

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

To Measure or Not: A Cost-Sensitive, Selective Measuring Environment for Agricultural Management Decisions with Reinforcement Learning

Receipt and verification

First computed	2026-07-05T05:01:02.431126Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58c7a7a4354bb644ee8e5fb733ca594c93fd64a689c106eaee18a6b15a88aed6

Aliases

arxiv: 2207.03270 · arxiv_version: 2207.03270v4 · doi: 10.48550/arxiv.2207.03270 · pith_short_12: LDD2PJBVJO3E · pith_short_16: LDD2PJBVJO3EJ3UO · pith_short_8: LDD2PJBV

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/LDD2PJBVJO3EJ3UOL63THSSZJS \
  | 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: 58c7a7a4354bb644ee8e5fb733ca594c93fd64a689c106eaee18a6b15a88aed6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c05610996bb52e0a0ce7744cdf1922b75d9dcd8bb38bbe961021f7e9e6efe644",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-07-07T12:45:02Z",
    "title_canon_sha256": "4d4732e6c3fffd019c99ccf81c3c3e4d0d836b084cf68eed437a592111e43794"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.03270",
    "kind": "arxiv",
    "version": 4
  }
}