Pith Number

pith:3QXVQYIS

pith:2025:3QXVQYISED46GNN6IZ642UD6UN

not attested not anchored not stored refs pending

Robustness of Reinforcement Learning-Based Traffic Signal Control under Incidents: A Comparative Study

Carlos Lima Azevedo, Dang Viet Anh Nguyen, Filipe Rodrigues, Tomer Toledo

arxiv:2506.13836 v1 · 2025-06-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3QXVQYISED46GNN6IZ642UD6UN}

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	2026-07-05T11:22:44.625386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc2f58611220f9e335be467dcd507ea342e09044347f3b59ecd96b47d795dc11

Aliases

arxiv: 2506.13836 · arxiv_version: 2506.13836v1 · doi: 10.48550/arxiv.2506.13836 · pith_short_12: 3QXVQYISED46 · pith_short_16: 3QXVQYISED46GNN6 · pith_short_8: 3QXVQYIS

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/3QXVQYISED46GNN6IZ642UD6UN \
  | 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: dc2f58611220f9e335be467dcd507ea342e09044347f3b59ecd96b47d795dc11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30564b00afbb74c6d0816b21578d5b9c5818cc88e7db28b28e9b1be1612b9ad4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-16T08:15:29Z",
    "title_canon_sha256": "57dfa1c8367334171efba74cf1ca978eaecde8d4ab106f4abca47e6097b87e33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13836",
    "kind": "arxiv",
    "version": 1
  }
}