Pith Number

pith:GAZDIJQ7

pith:2025:GAZDIJQ765YVSFX4AINPALYBSZ

not attested not anchored not stored refs pending

Improving Q-Learning for Real-World Control: A Case Study in Series Hybrid Agricultural Tractors

Hend Abououf, Qadeer Ahmed, Sidra Ghayour Bhatti

arxiv:2508.03647 v1 · 2025-08-05 · eess.SY · cs.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{GAZDIJQ765YVSFX4AINPALYBSZ}

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	2026-07-05T11:49:00.512298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

303234261ff7715916fc021af02f019655638e23442b924bd37f0b3021d6ad0e

Aliases

arxiv: 2508.03647 · arxiv_version: 2508.03647v1 · doi: 10.48550/arxiv.2508.03647 · pith_short_12: GAZDIJQ765YV · pith_short_16: GAZDIJQ765YVSFX4 · pith_short_8: GAZDIJQ7

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/GAZDIJQ765YVSFX4AINPALYBSZ \
  | 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: 303234261ff7715916fc021af02f019655638e23442b924bd37f0b3021d6ad0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "942837c8edab2debe9a395ff22d31892f1af7c596ac6bb74857012df0f1b805c",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-08-05T16:57:16Z",
    "title_canon_sha256": "77eed7e74d9c99f0d507d0b1698690c93df1017578f461666eab413439789989"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03647",
    "kind": "arxiv",
    "version": 1
  }
}