Pith Number

pith:EYHDIRKY

pith:2023:EYHDIRKYQ42H6SP2HSODG4ZVL3

not attested not anchored not stored refs pending

Reinforcement Learning Informed Evolutionary Search for Autonomous Systems Testing

Dmytro Humeniuk, Foutse Khomh, Giuliano Antoniol

arxiv:2308.12762 v1 · 2023-08-24 · cs.RO · 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{EYHDIRKYQ42H6SP2HSODG4ZVL3}

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	2026-07-05T09:39:51.137552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

260e34455887347f49fa3c9c3373355ee756f1d999e6cb6edb74c608d5a47209

Aliases

arxiv: 2308.12762 · arxiv_version: 2308.12762v1 · doi: 10.48550/arxiv.2308.12762 · pith_short_12: EYHDIRKYQ42H · pith_short_16: EYHDIRKYQ42H6SP2 · pith_short_8: EYHDIRKY

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/EYHDIRKYQ42H6SP2HSODG4ZVL3 \
  | 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: 260e34455887347f49fa3c9c3373355ee756f1d999e6cb6edb74c608d5a47209

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5fe4bc63eb40c532a10d47e7a4aa3a85768ec55d54cb1741a520c44b0c56001f",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-08-24T13:11:07Z",
    "title_canon_sha256": "35e5a913e311994d03e864ec3be9766f341833223148acf3605397b2276c1cb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12762",
    "kind": "arxiv",
    "version": 1
  }
}