Pith Number

pith:T2ROBKT2

pith:2026:T2ROBKT2JY3XMJQ6A4OLQOLXME

not attested not anchored not stored refs pending

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

Carola Doerr, Nguyen Dang, Phong Le, Tai Nguyen

arxiv:2606.10129 v1 · 2026-06-08 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T2ROBKT2JY3XMJQ6A4OLQOLXME}

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	2026-06-10T01:08:55.850604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ea2e0aa7a4e3776261e071cb8397761322fc6febded994f06dfeec9943ec9d3

Aliases

arxiv: 2606.10129 · arxiv_version: 2606.10129v1 · doi: 10.48550/arxiv.2606.10129 · pith_short_12: T2ROBKT2JY3X · pith_short_16: T2ROBKT2JY3XMJQ6 · pith_short_8: T2ROBKT2

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/T2ROBKT2JY3XMJQ6A4OLQOLXME \
  | 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: 9ea2e0aa7a4e3776261e071cb8397761322fc6febded994f06dfeec9943ec9d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5eba3039598f28eaa2f9fc8f92425cc42b1796c29efc4282fc165c446f57bf04",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-08T20:06:25Z",
    "title_canon_sha256": "80a8a31722f9caf74020a8a3aed28fba5128c17264eb72bf2e279635aba0da6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10129",
    "kind": "arxiv",
    "version": 1
  }
}