Pith Number

pith:NX23H4YN

pith:2020:NX23H4YNMMEDZQ65MLE4RDJ6JV

not attested not anchored not stored refs pending

Accelerating Deep Neuroevolution on Distributed FPGAs for Reinforcement Learning Problems

Ahmet S. Ozcan, Alexis Asseman, Nicolas Antoine

arxiv:2005.04536 v1 · 2020-05-10 · cs.NE · cs.AI · cs.AR · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NX23H4YNMMEDZQ65MLE4RDJ6JV}

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	2026-07-05T02:38:13.837552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6df5b3f30d63083cc3dd62c9c88d3e4d59dc26f5313218d109da963982855f44

Aliases

arxiv: 2005.04536 · arxiv_version: 2005.04536v1 · doi: 10.48550/arxiv.2005.04536 · pith_short_12: NX23H4YNMMED · pith_short_16: NX23H4YNMMEDZQ65 · pith_short_8: NX23H4YN

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/NX23H4YNMMEDZQ65MLE4RDJ6JV \
  | 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: 6df5b3f30d63083cc3dd62c9c88d3e4d59dc26f5313218d109da963982855f44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dbc1e90002b86b06fcdc7b700728551dadd16efe41cb52a970a01238a9b6a55",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2020-05-10T00:41:39Z",
    "title_canon_sha256": "027b16dee1da73fe175f72160b91a94172ee3563e099ac820e1d9c0f547f6a2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.04536",
    "kind": "arxiv",
    "version": 1
  }
}