Pith Number

pith:6C6CHHWP

pith:2024:6C6CHHWP2F3QT5F3NQMIQOT5QN

not attested not anchored not stored refs pending

An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control

Alejandro Campoy-Nieves, Antonio Manjavacas, Javier Jim\'enez-Raboso, Juan G\'omez-Romero, Miguel Molina-Solana

arxiv:2401.05737 v3 · 2024-01-11 · cs.LG · cs.SY · eess.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{6C6CHHWP2F3QT5F3NQMIQOT5QN}

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	2026-07-05T09:01:28.662671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0bc239ecfd17709f4bb6c18883a7d835c8ab78be8db74c578ba91d9587e073a

Aliases

arxiv: 2401.05737 · arxiv_version: 2401.05737v3 · doi: 10.48550/arxiv.2401.05737 · pith_short_12: 6C6CHHWP2F3Q · pith_short_16: 6C6CHHWP2F3QT5F3 · pith_short_8: 6C6CHHWP

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/6C6CHHWP2F3QT5F3NQMIQOT5QN \
  | 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: f0bc239ecfd17709f4bb6c18883a7d835c8ab78be8db74c578ba91d9587e073a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d31ac58f45f5084996f9623a04252a61ab9d5fbdc79853c293c442131dbbd8a",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-11T08:40:26Z",
    "title_canon_sha256": "6d7d541360d2a530175dd03f46e7745094130221a25b11785956d76bcd6e150a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.05737",
    "kind": "arxiv",
    "version": 3
  }
}