Pith Number

pith:4ZT5NTHV

pith:2025:4ZT5NTHVNOKTRE5GW2FNXA2RPZ

not attested not anchored not stored refs pending

Robust Evolutionary Multi-Objective Network Architecture Search for Reinforcement Learning (EMNAS-RL)

Alexandra Gianzina, Andreas Ebert, Hanno Gottschalk, Nihal Acharya Adde

arxiv:2506.08533 v1 · 2025-06-10 · 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{4ZT5NTHVNOKTRE5GW2FNXA2RPZ}

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	2026-07-05T11:18:51.376395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e667d6ccf56b953893a6b68adb83517e4d1ef1fe08c2e440e103746b33353496

Aliases

arxiv: 2506.08533 · arxiv_version: 2506.08533v1 · doi: 10.48550/arxiv.2506.08533 · pith_short_12: 4ZT5NTHVNOKT · pith_short_16: 4ZT5NTHVNOKTRE5G · pith_short_8: 4ZT5NTHV

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/4ZT5NTHVNOKTRE5GW2FNXA2RPZ \
  | 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: e667d6ccf56b953893a6b68adb83517e4d1ef1fe08c2e440e103746b33353496

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33f5334bdc5eb902ec3159ad3e95b7fff7b5c5867010fef256ab1c696f946712",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-10T07:52:35Z",
    "title_canon_sha256": "9dfe3de6fcafa3041605f2b4a562fa42d7a1f4c3d1e9856778f1a343cbb91055"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08533",
    "kind": "arxiv",
    "version": 1
  }
}