Pith Number

pith:52EJVD2V

pith:2024:52EJVD2VQXCULDJJGIDOR2XEYV

not attested not anchored not stored refs pending

Cooperative Cruising: Reinforcement Learning-Based Time-Headway Control for Increased Traffic Efficiency

Daniel Urieli, Han Wang, Maria Laura Delle Monache, Sharon Hornstein, Yaron Veksler

arxiv:2412.02520 v3 · 2024-12-03 · cs.MA · cs.AI · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{52EJVD2VQXCULDJJGIDOR2XEYV}

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	2026-07-05T10:09:12.999885Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee889a8f5585c5458d293206e8eae4c56c8f468375067f8821e51c187571fcbc

Aliases

arxiv: 2412.02520 · arxiv_version: 2412.02520v3 · doi: 10.48550/arxiv.2412.02520 · pith_short_12: 52EJVD2VQXCU · pith_short_16: 52EJVD2VQXCULDJJ · pith_short_8: 52EJVD2V

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/52EJVD2VQXCULDJJGIDOR2XEYV \
  | 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: ee889a8f5585c5458d293206e8eae4c56c8f468375067f8821e51c187571fcbc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31abc58e3cbf54fd11e002621347513d85638be7c5807fff05d75fbd042d9943",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-12-03T16:13:42Z",
    "title_canon_sha256": "65773a9451ffa8adbcfd8d8bc4966ce5b1708a3105ba5a8be390ef18e6eb398d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02520",
    "kind": "arxiv",
    "version": 3
  }
}