pith. sign in
Pith Number

pith:4JPUBWXI

pith:2019:4JPUBWXIQQATWSURVXXVGXEIN7
not attested not anchored not stored refs pending

Reinforcement Learning with Probabilistic Guarantees for Autonomous Driving

Alireza Nakhaei, Jana Tumova, Jesper Karlsson, Kikuo Fujimura, Maxime Bouton, Mykel J. Kochenderfer

arxiv:1904.07189 v2 · 2019-04-15 · cs.RO · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4JPUBWXIQQATWSURVXXVGXEIN7}

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 2026-05-17T23:44:42.273404Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e25f40dae884013b4a91adef535c886fd9de09b6ebc48ee9d19018ad45c0bdd1

Aliases

arxiv: 1904.07189 · arxiv_version: 1904.07189v2 · doi: 10.48550/arxiv.1904.07189 · pith_short_12: 4JPUBWXIQQAT · pith_short_16: 4JPUBWXIQQATWSUR · pith_short_8: 4JPUBWXI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4JPUBWXIQQATWSURVXXVGXEIN7 \
  | 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: e25f40dae884013b4a91adef535c886fd9de09b6ebc48ee9d19018ad45c0bdd1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "df71ea398b92f1d9f1ff4db6170541ae46ddaf6a5c12ffc6e5b40907e0442800",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2019-04-15T17:03:35Z",
    "title_canon_sha256": "e2a495a5cb068ac56a484d0925d8af98717a1183fa28669904394f6ee27b778f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.07189",
    "kind": "arxiv",
    "version": 2
  }
}