Pith. sign in
Pith Number

pith:W73NJL6E

pith:2024:W73NJL6ESEDBCA2Y6DYE7F5PXK
not attested not anchored not stored refs pending

MoveLight: Enhancing Traffic Signal Control through Movement-Centric Deep Reinforcement Learning

Chenhao Zheng, Junqi Shao, Rui Zhang, Yucheng Huang, Yuxuan Chen

arxiv:2407.17303 v1 · 2024-07-24 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{W73NJL6ESEDBCA2Y6DYE7F5PXK}

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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 2026-07-05T08:48:06.653976Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b7f6d4afc49106110358f0f04f97afbab4ebdbbc6defd981f64ddc496a6cc246

Aliases

arxiv: 2407.17303 · arxiv_version: 2407.17303v1 · doi: 10.48550/arxiv.2407.17303 · pith_short_12: W73NJL6ESEDB · pith_short_16: W73NJL6ESEDBCA2Y · pith_short_8: W73NJL6E
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/W73NJL6ESEDBCA2Y6DYE7F5PXK \
  | 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: b7f6d4afc49106110358f0f04f97afbab4ebdbbc6defd981f64ddc496a6cc246
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ade576db5002b0a75056db7af614923bdacbb230fb9fe74253aadcce3954feec",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-24T14:17:16Z",
    "title_canon_sha256": "a3c21f3f65d9f107480a1ab1f4a0660d3bfce059caec2580abc5f10dedffa447"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.17303",
    "kind": "arxiv",
    "version": 1
  }
}