Pith Number

pith:6YRBXP6I

pith:2025:6YRBXP6IVZTCY47CU45MSYITAR

not attested not anchored not stored refs pending

Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees

Chris Develder, Mehran Zareh, Toon Van Puyvelde

arxiv:2506.01641 v1 · 2025-06-02 · 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{6YRBXP6IVZTCY47CU45MSYITAR}

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	2026-07-05T11:14:17.208093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f6221bbfc8ae662c73e2a73ac961130475cc832e81c58bd299fc52f07fb0dd8f

Aliases

arxiv: 2506.01641 · arxiv_version: 2506.01641v1 · doi: 10.48550/arxiv.2506.01641 · pith_short_12: 6YRBXP6IVZTC · pith_short_16: 6YRBXP6IVZTCY47C · pith_short_8: 6YRBXP6I

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/6YRBXP6IVZTCY47CU45MSYITAR \
  | 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: f6221bbfc8ae662c73e2a73ac961130475cc832e81c58bd299fc52f07fb0dd8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe99f8d6eb1bb882d378268d88fb3823ae6799101fc0b72a85eb8befc5612e93",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-06-02T13:16:00Z",
    "title_canon_sha256": "31a3aa58a2e758fd5d4fa9127ed410963ea1fb733482581246fa45e570f0dc50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01641",
    "kind": "arxiv",
    "version": 1
  }
}