pith. sign in
Pith Number

pith:FU3HHFBE

pith:2018:FU3HHFBEAITPHIZDQHYPUUSA6C
not attested not anchored not stored refs pending

Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems

Aidin Ferdowsi, Narayan B. Mandayam, Ursula Challita, Walid Saad

arxiv:1805.00983 v2 · 2018-05-02 · cs.SY · cs.AI · math.OC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FU3HHFBEAITPHIZDQHYPUUSA6C}

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 2026-05-18T00:16:36.148441Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2d367394240226f3a32381f0fa5240f094ae0456808b6cd2c78e3abbc4968ede

Aliases

arxiv: 1805.00983 · arxiv_version: 1805.00983v2 · doi: 10.48550/arxiv.1805.00983 · pith_short_12: FU3HHFBEAITP · pith_short_16: FU3HHFBEAITPHIZD · pith_short_8: FU3HHFBE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FU3HHFBEAITPHIZDQHYPUUSA6C \
  | 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: 2d367394240226f3a32381f0fa5240f094ae0456808b6cd2c78e3abbc4968ede
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "45805b0134b3ce1964401cb9461ab4bd5f9bd5aa9dd38ea637b190404dc321b2",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SY",
    "submitted_at": "2018-05-02T19:03:37Z",
    "title_canon_sha256": "97e240faec777373d3f6567cabb64eeeb68b8cd7d12958c22edb6c077d25271e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.00983",
    "kind": "arxiv",
    "version": 2
  }
}