Pith Number

pith:GGMNRUZL

pith:2025:GGMNRUZLETD4ENES2DK7CTIZV2

not attested not anchored not stored refs pending

Optimal Actuator Attacks on Autonomous Vehicles Using Reinforcement Learning

Jialu Li, Ling Shi, Pengyu Wang

arxiv:2502.07839 v1 · 2025-02-11 · cs.RO · 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{GGMNRUZLETD4ENES2DK7CTIZV2}

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	2026-07-05T10:13:10.948206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3198d8d32b24c7c23492d0d5f14d19ae908c466ef84e6089d80ce69f31d9e750

Aliases

arxiv: 2502.07839 · arxiv_version: 2502.07839v1 · doi: 10.48550/arxiv.2502.07839 · pith_short_12: GGMNRUZLETD4 · pith_short_16: GGMNRUZLETD4ENES · pith_short_8: GGMNRUZL

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/GGMNRUZLETD4ENES2DK7CTIZV2 \
  | 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: 3198d8d32b24c7c23492d0d5f14d19ae908c466ef84e6089d80ce69f31d9e750

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0140172aece034f82c5c39019e5ebdc6f14ac7e608d8fe3af9525b4630de7e6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-02-11T03:01:05Z",
    "title_canon_sha256": "75cea1246b64d71a338a3586a0b21c8664dcea76dd2704ba5125f432c05dbe0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07839",
    "kind": "arxiv",
    "version": 1
  }
}