Pith Number

pith:T22TBYHW

pith:2023:T22TBYHW2K2ILCE3H6XENC6RNV

not attested not anchored not stored refs pending

Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning

Alberto Cerpa, Wan Du, Xianzhong Ding

arxiv:2302.00725 v1 · 2023-02-01 · 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{T22TBYHW2K2ILCE3H6XENC6RNV}

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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

Contextual Quality-Diversity Evolutionary Reinforcement Learning for HVAC Control in Tropical Commercial Buildings

Receipt and verification

First computed	2026-07-05T05:38:11.552459Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9eb530e0f6d2b485889b3fae468bd16d6e173a4b48068d4bbb662772bfa026d9

Aliases

arxiv: 2302.00725 · arxiv_version: 2302.00725v1 · doi: 10.48550/arxiv.2302.00725 · pith_short_12: T22TBYHW2K2I · pith_short_16: T22TBYHW2K2ILCE3 · pith_short_8: T22TBYHW

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/T22TBYHW2K2ILCE3H6XENC6RNV \
  | 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: 9eb530e0f6d2b485889b3fae468bd16d6e173a4b48068d4bbb662772bfa026d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec55a4b506f6083f622b027ffad676a45e362d9b97988a63987608ef065ca155",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-02-01T19:41:03Z",
    "title_canon_sha256": "0e644ccdfec67c99081462557e925519da14cf4e37ca9d696dc35a69e7d292a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.00725",
    "kind": "arxiv",
    "version": 1
  }
}