Pith Number

pith:IYJ75P3A

pith:2024:IYJ75P3ACD7CM3X65B2DTOF562

not attested not anchored not stored refs pending

Model Checking for Reinforcement Learning in Autonomous Driving: One Can Do More Than You Think!

Rong Gu (M\"alardalen University)

arxiv:2411.14375 v1 · 2024-11-21 · cs.LG · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IYJ75P3ACD7CM3X65B2DTOF562}

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	2026-07-05T09:38:45.952534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4613febf6010fe266efee87439b8bdf6ab95f328885cc8795cca2efed2d48173

Aliases

arxiv: 2411.14375 · arxiv_version: 2411.14375v1 · doi: 10.48550/arxiv.2411.14375 · pith_short_12: IYJ75P3ACD7C · pith_short_16: IYJ75P3ACD7CM3X6 · pith_short_8: IYJ75P3A

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/IYJ75P3ACD7CM3X65B2DTOF562 \
  | 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: 4613febf6010fe266efee87439b8bdf6ab95f328885cc8795cca2efed2d48173

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49ab7ebb599463befea60b570aa0b474ad2a300178cb0f2dd9a8ea130f9f66a0",
    "cross_cats_sorted": [
      "cs.LO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-21T18:09:20Z",
    "title_canon_sha256": "6328723dd18bcfb64b8ed5453781df9eec5055def4ca2473cd1330a6b25d6870"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14375",
    "kind": "arxiv",
    "version": 1
  }
}