Pith Number

pith:5GYGPF6O

pith:2018:5GYGPF6OU6TLC3NX7WZJREWADD

not attested not anchored not stored refs pending

Simulation to Scaled City: Zero-Shot Policy Transfer for Traffic Control via Autonomous Vehicles

Alexandre Bayen, Andreas Malikopoulos, Behdad Chalaki, Ben Remer, Eugene Vinitsky, Kathy Jang, Logan Beaver

arxiv:1812.06120 v2 · 2018-12-14 · cs.SY · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5GYGPF6OU6TLC3NX7WZJREWADD}

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.

Cited by

1 paper in Pith

Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy

Receipt and verification

First computed	2026-05-17T23:52:51.271856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9b06797cea7a6b16db7fdb29892c018f1f8a91728ed07460ceafd697cc3e110

Aliases

arxiv: 1812.06120 · arxiv_version: 1812.06120v2 · doi: 10.48550/arxiv.1812.06120 · pith_short_12: 5GYGPF6OU6TL · pith_short_16: 5GYGPF6OU6TLC3NX · pith_short_8: 5GYGPF6O

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/5GYGPF6OU6TLC3NX7WZJREWADD \
  | 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: e9b06797cea7a6b16db7fdb29892c018f1f8a91728ed07460ceafd697cc3e110

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1862ffd5cb50148b20c5673bc01b76be12e756886904d7ca3ef045584ed5e30e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SY",
    "submitted_at": "2018-12-14T19:20:09Z",
    "title_canon_sha256": "29f4a4be72821f3b7d5a011be63022f985276d7bafaa183297ec62767871e9a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.06120",
    "kind": "arxiv",
    "version": 2
  }
}