Pith Number

pith:6OANX2YW

pith:2025:6OANX2YWHGIMOMYV7JCFPQIECB

not attested not anchored not stored refs pending

Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC

Bingqing Chen, Elias N. Pergantis, Guannan Qu, Kevin J. Kircher, Levi D. Reyes Premer, Mario Berg\'es, Ozan Baris Mulayim

arxiv:2510.01475 v2 · 2025-10-01 · eess.SY · cs.LG · 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{6OANX2YWHGIMOMYV7JCFPQIECB}

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

IOGRUCloud: A Scalable AI-Driven IoT Platform for Climate Control in Controlled Environment Agriculture

Receipt and verification

First computed	2026-07-20T00:18:14.915260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f380dbeb163990c73315fa4457c104107739a28d1a68cdd954ed46507f1cf22e

Aliases

arxiv: 2510.01475 · arxiv_version: 2510.01475v2 · doi: 10.48550/arxiv.2510.01475 · pith_short_12: 6OANX2YWHGIM · pith_short_16: 6OANX2YWHGIMOMYV · pith_short_8: 6OANX2YW

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/6OANX2YWHGIMOMYV7JCFPQIECB \
  | 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: f380dbeb163990c73315fa4457c104107739a28d1a68cdd954ed46507f1cf22e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df62b304e8aaee40b9a578355a57b3ee69b1b149c740875e11e6404b720c4450",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-10-01T21:36:04Z",
    "title_canon_sha256": "93667fb77f93d00cf583c5c277873b4e29d83b358cb43cf582b585558a655bfb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.01475",
    "kind": "arxiv",
    "version": 2
  }
}