Pith Number

pith:ZWAK5V2R

pith:2018:ZWAK5V2R5OIY4PZ7Z6XD2HNMIZ

not attested not anchored not stored refs pending

Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning

Jianye Hao, Shuang Liu, Takumi Akazaki, Yihai Duan, Yoriyuki Yamagata

arxiv:1805.00200 v1 · 2018-05-01 · cs.SE · 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{ZWAK5V2R5OIY4PZ7Z6XD2HNMIZ}

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	2026-05-18T00:10:27.862070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd80aed751eb918e3f3fcfae3d1dac46525be7c8fbb98eb8ee100048b2069f76

Aliases

arxiv: 1805.00200 · arxiv_version: 1805.00200v1 · doi: 10.48550/arxiv.1805.00200 · pith_short_12: ZWAK5V2R5OIY · pith_short_16: ZWAK5V2R5OIY4PZ7 · pith_short_8: ZWAK5V2R

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/ZWAK5V2R5OIY4PZ7Z6XD2HNMIZ \
  | 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: cd80aed751eb918e3f3fcfae3d1dac46525be7c8fbb98eb8ee100048b2069f76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50719d77693d5e12fcd8d81860196c8c2b35acb666cfb8f6501fa4d43f79f6b8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2018-05-01T06:22:54Z",
    "title_canon_sha256": "c6568713ceb4bbf34a4e9b437e721aee856d0398040ff8fadd65bcfc4925a0db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.00200",
    "kind": "arxiv",
    "version": 1
  }
}