Pith Number

pith:46Y4SZ2R

pith:2017:46Y4SZ2RTL4KRDGO5EWYW6WTU6

not attested not anchored not stored refs pending

Using Reinforcement Learning for Demand Response of Domestic Hot Water Buffers: a Real-Life Demonstration

Ana Soares, Fred Spiessens, Koen Vanthournout, Koen Vossen, Oscar De Somer, Tristan Kuijpers

arxiv:1703.05486 v1 · 2017-03-16 · cs.SY · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{46Y4SZ2RTL4KRDGO5EWYW6WTU6}

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	2026-05-18T00:48:34.162714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7b1c967519af8a88ccee92d8b7ad3a79a43d68458d2856c951b733c07edb29c

Aliases

arxiv: 1703.05486 · arxiv_version: 1703.05486v1 · doi: 10.48550/arxiv.1703.05486 · pith_short_12: 46Y4SZ2RTL4K · pith_short_16: 46Y4SZ2RTL4KRDGO · pith_short_8: 46Y4SZ2R

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/46Y4SZ2RTL4KRDGO5EWYW6WTU6 \
  | 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: e7b1c967519af8a88ccee92d8b7ad3a79a43d68458d2856c951b733c07edb29c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c0e46e9e417bece0069c535480d5a98bed377be22fa2025bd291cb696dbbf81",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SY",
    "submitted_at": "2017-03-16T06:42:07Z",
    "title_canon_sha256": "7e6cfe7f710643fd5585952d60ce08b97c2d3f6f173f0cc9bfa359cab143569a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.05486",
    "kind": "arxiv",
    "version": 1
  }
}