pith. sign in
Pith Number

pith:RJPROEB7

pith:2018:RJPROEB74TOTZ53FOCGPXUZFPA
not attested not anchored not stored refs pending

Deep Reinforcement Learning for Optimal Control of Space Heating

Adam Nagy, Farah Cheaib, Hussain Kazmi, Johan Driesen

arxiv:1805.03777 v1 · 2018-05-10 · stat.AP · cs.SY · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RJPROEB74TOTZ53FOCGPXUZFPA}

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 2026-05-18T00:16:18.799656Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8a5f17103fe4dd3cf765708cfbd325782e63395611fe9ef8ad24fef89957d013

Aliases

arxiv: 1805.03777 · arxiv_version: 1805.03777v1 · doi: 10.48550/arxiv.1805.03777 · pith_short_12: RJPROEB74TOT · pith_short_16: RJPROEB74TOTZ53F · pith_short_8: RJPROEB7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RJPROEB74TOTZ53FOCGPXUZFPA \
  | 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: 8a5f17103fe4dd3cf765708cfbd325782e63395611fe9ef8ad24fef89957d013
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e91a1d83d3b1850109bee26591326fecaaa1550b4554d9d864099f1a504d20e1",
    "cross_cats_sorted": [
      "cs.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2018-05-10T01:35:54Z",
    "title_canon_sha256": "a04ef2cbfafe3c1226dd2802e3084d96161e25e9621d43db04643dedc3175fb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.03777",
    "kind": "arxiv",
    "version": 1
  }
}