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Pith Number

pith:OR5HO7WB

pith:2019:OR5HO7WBL33LY3KJSY3IQI7TEH
not attested not anchored not stored refs pending

Efficient Autonomy Validation in Simulation with Adaptive Stress Testing

Mark Koren, Mykel Kochenderfer

arxiv:1907.06795 v1 · 2019-07-16 · cs.LG · cs.RO · cs.SE · cs.SY · eess.SY · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OR5HO7WBL33LY3KJSY3IQI7TEH}

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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 2026-05-17T23:40:29.127008Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

747a777ec15ef6bc6d4996368823f321dea3eccfe4d272b76156bc9914249b6a

Aliases

arxiv: 1907.06795 · arxiv_version: 1907.06795v1 · doi: 10.48550/arxiv.1907.06795 · pith_short_12: OR5HO7WBL33L · pith_short_16: OR5HO7WBL33LY3KJ · pith_short_8: OR5HO7WB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OR5HO7WBL33LY3KJSY3IQI7TEH \
  | 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: 747a777ec15ef6bc6d4996368823f321dea3eccfe4d272b76156bc9914249b6a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8f4ff63818812fb8be8963a73158b34c02e6969bab00bd8de107e41c709c7099",
    "cross_cats_sorted": [
      "cs.RO",
      "cs.SE",
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-16T00:12:09Z",
    "title_canon_sha256": "d45fd3e541566672b505717e46ff74113122854d587284fad4e92281358c8e48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.06795",
    "kind": "arxiv",
    "version": 1
  }
}