Pith Number

pith:OSUGZGQO

pith:2025:OSUGZGQOWGEVLLRD4L6KJM35RN

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Dynamic Algorithm Configuration: A Case Study on Optimizing OneMax with the (1+($\lambda$,$\lambda$))-GA

Andr\'e Biedenkapp, Carola Doerr, Nguyen Dang, Phong Le, Tai Nguyen

arxiv:2512.03805 v2 · 2025-12-03 · cs.LG

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

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\usepackage{pith}
\pithnumber{OSUGZGQOWGEVLLRD4L6KJM35RN}

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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.

Cited by

1 paper in Pith

Discovering Interpretable Multi-Parameter Control Policies for Evolutionary Algorithms Using Deep Reinforcement Learning

Receipt and verification

First computed	2026-06-19T16:10:33.037467Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74a86c9a0eb18955ae23e2fca4b37d8b512fde7c2c54c05b708f5e5682b17ef5

Aliases

arxiv: 2512.03805 · arxiv_version: 2512.03805v2 · doi: 10.48550/arxiv.2512.03805 · pith_short_12: OSUGZGQOWGEV · pith_short_16: OSUGZGQOWGEVLLRD · pith_short_8: OSUGZGQO

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/OSUGZGQOWGEVLLRD4L6KJM35RN \
  | 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: 74a86c9a0eb18955ae23e2fca4b37d8b512fde7c2c54c05b708f5e5682b17ef5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49cea4c419be0d3e47a20d307e325ee5984f9a3217313d810fabb3d3d5dbeb30",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-12-03T13:54:41Z",
    "title_canon_sha256": "b613de6ddc12815a3a9ed625f89e1e966e367fa3e8f2791e5083600f9b04ea43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.03805",
    "kind": "arxiv",
    "version": 2
  }
}