Pith Number

pith:F6JT5NJK

pith:2024:F6JT5NJKZFBZYYFAIBA2DWJTKB

not attested not anchored not stored refs pending

Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems

Cedric De Cauwer, Evgenii Genov, Gilles Van Kriekinge, Glenn Ceusters, Julian Ruddick, Maarten Messagie, Thierry Coosemans

arxiv:2408.07435 v2 · 2024-08-14 · eess.SY · cs.AI · cs.LG · cs.NE · 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{F6JT5NJKZFBZYYFAIBA2DWJTKB}

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	2026-07-05T09:39:57.535744Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f933eb52ac9439c60a04041a1d933504a383f4f8d9e7b97d3b3131f884cd691

Aliases

arxiv: 2408.07435 · arxiv_version: 2408.07435v2 · doi: 10.48550/arxiv.2408.07435 · pith_short_12: F6JT5NJKZFBZ · pith_short_16: F6JT5NJKZFBZYYFA · pith_short_8: F6JT5NJK

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/F6JT5NJKZFBZYYFAIBA2DWJTKB \
  | 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: 2f933eb52ac9439c60a04041a1d933504a383f4f8d9e7b97d3b3131f884cd691

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed53e71a95d7ec3f39cb1812ddf5d55187a2d5baaa5b2e3d69afa64fc7a3163b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-08-14T10:12:15Z",
    "title_canon_sha256": "b290c7000b1d2f86f359c3ff6295e7499c84db6b59b2573cf16ee06e07c99969"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.07435",
    "kind": "arxiv",
    "version": 2
  }
}