Pith. sign in
Pith Number

pith:65NADLQ7

pith:2026:65NADLQ7ZHSKUQYKZ5NDSUATE6
not attested not anchored not stored refs pending

When does learning pay off? A study on DRL-based dynamic algorithm configuration for carbon-aware scheduling

Andrea Mencaroni, Dieter Claeys, Robbert Reijnen, Yingqian Zhang

arxiv:2604.01886 v2 · 2026-04-02 · math.OC · cs.NE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{65NADLQ7ZHSKUQYKZ5NDSUATE6}

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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 2026-07-01T01:17:49.861994Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f75a01ae1fc9e4aa430acf5a39501327a0a0061abf7a07483d48e834a03521ab

Aliases

arxiv: 2604.01886 · arxiv_version: 2604.01886v2 · doi: 10.48550/arxiv.2604.01886 · pith_short_12: 65NADLQ7ZHSK · pith_short_16: 65NADLQ7ZHSKUQYK · pith_short_8: 65NADLQ7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/65NADLQ7ZHSKUQYKZ5NDSUATE6 \
  | 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: f75a01ae1fc9e4aa430acf5a39501327a0a0061abf7a07483d48e834a03521ab
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3a2722d6af3852518cf235dd42c851ee90b3f4f628d91b4b61ad8d670dd91345",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2026-04-02T10:47:01Z",
    "title_canon_sha256": "9adce4c0b1f6d4ead6ed74dff3b4c63456c5f7b52737969eeccc4235d73c6793"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2604.01886",
    "kind": "arxiv",
    "version": 2
  }
}