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Published June 11, 2026 | Version v1
Conference paper Open

Supplementary Material for "DataLight: Data-Centric Offline Reinforcement Learning for Traffic Signal Control"

Authors/Creators

  • 1. ROR icon Shanghai Jiao Tong University
  • 2. Beijing University of Posts and Telecommunications
  • 3. The University of Osaka

Description

This record contains the supplementary material for the ECML PKDD 2026 paper “DataLight: Data-Centric Offline Reinforcement Learning for Traffic Signal Control”. It includes additional implementation details, model architecture descriptions, ablation studies, offline dataset generation procedures, baseline hyperparameter tuning, Decision Transformer analysis, and supplementary experimental results.

Files

supplymentary material.pdf

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Additional details

Software

Repository URL
https://github.com/LiangZhang1996/DataLight
Programming language
Python