Pith Number

pith:R4ROR55S

pith:2018:R4ROR55S3GZJX2XFCNPJ27RYIT

not attested not anchored not stored refs pending

Deep Reinforcement Learning based Optimal Control of Hot Water Systems

Fahad Mehmood, Hussain Kazmi, Johan Driesen, Stefan Lodeweyckx

arxiv:1801.01467 v1 · 2018-01-04 · cs.SY · stat.AP · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R4ROR55S3GZJX2XFCNPJ27RYIT}

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	2026-05-18T00:26:42.026768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f22e8f7b2d9b29beae5135e9d7e3844d743fa6fc4fcda716f7afee012e52a3c

Aliases

arxiv: 1801.01467 · arxiv_version: 1801.01467v1 · doi: 10.48550/arxiv.1801.01467 · pith_short_12: R4ROR55S3GZJ · pith_short_16: R4ROR55S3GZJX2XF · pith_short_8: R4ROR55S

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/R4ROR55S3GZJX2XFCNPJ27RYIT \
  | 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: 8f22e8f7b2d9b29beae5135e9d7e3844d743fa6fc4fcda716f7afee012e52a3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0148330c4e2b13de3cacae4853da00edadab8501aed187149670d3d6a9ae2f94",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SY",
    "submitted_at": "2018-01-04T17:37:50Z",
    "title_canon_sha256": "e5c0857812e108c44f4df2c8555133868e67f2e90a94b24f150fa7d12e3e5c30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.01467",
    "kind": "arxiv",
    "version": 1
  }
}