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Pith Number

pith:IUSK4DJJ

pith:2019:IUSK4DJJTRNPMZEHJC3KXFOG5Z
not attested not anchored not stored refs pending

Generic Prediction Architecture Considering both Rational and Irrational Driving Behaviors

Liting Sun, Masayoshi Tomizuka, Yeping Hu

arxiv:1907.10170 v1 · 2019-07-23 · cs.RO · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IUSK4DJJTRNPMZEHJC3KXFOG5Z}

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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 2026-05-17T23:39:38.815713Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4524ae0d299c5af6648748b6ab95c6ee520548b38b46ecfaefdb0e9391062036

Aliases

arxiv: 1907.10170 · arxiv_version: 1907.10170v1 · doi: 10.48550/arxiv.1907.10170 · pith_short_12: IUSK4DJJTRNP · pith_short_16: IUSK4DJJTRNPMZEH · pith_short_8: IUSK4DJJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IUSK4DJJTRNPMZEHJC3KXFOG5Z \
  | 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: 4524ae0d299c5af6648748b6ab95c6ee520548b38b46ecfaefdb0e9391062036
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "def10dba1a37d884a6e61857a134d072efa123d4dff68b1510a4eba57e43cc25",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2019-07-23T23:07:22Z",
    "title_canon_sha256": "2926fd898e6f663bd0ac93d4c186ecbcb8cc986ed5a766d8bd52d4517a596d2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.10170",
    "kind": "arxiv",
    "version": 1
  }
}