Pith Number

pith:SO32UZKR

pith:2017:SO32UZKRGQSR4ASOAH6CSN2WNK

not attested not anchored not stored refs pending

On-line Building Energy Optimization using Deep Reinforcement Learning

Antonio Liotta, Decebal Constantin Mocanu, Elena Mocanu, J.G. Slootweg, Madeleine Gibescu, Michael E. Webber, Phuong H. Nguyen

arxiv:1707.05878 v1 · 2017-07-18 · cs.LG · cs.AI · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SO32UZKRGQSR4ASOAH6CSN2WNK}

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	2026-05-18T00:39:59.066161Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93b7aa655134251e024e01fc2937566ab21abd8855d4c226f2b7942258093d37

Aliases

arxiv: 1707.05878 · arxiv_version: 1707.05878v1 · doi: 10.48550/arxiv.1707.05878 · pith_short_12: SO32UZKRGQSR · pith_short_16: SO32UZKRGQSR4ASO · pith_short_8: SO32UZKR

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/SO32UZKRGQSR4ASOAH6CSN2WNK \
  | 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: 93b7aa655134251e024e01fc2937566ab21abd8855d4c226f2b7942258093d37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4186350646d66b40902047d4284128d7df78fffd1afbdfa089257a370417990d",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-07-18T22:00:53Z",
    "title_canon_sha256": "e5f1799e885262d9fc9c690336cb16373aa00a38661d41b3a62bb4ae5fd28bb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.05878",
    "kind": "arxiv",
    "version": 1
  }
}