DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data

Feb-18-2026, 10:01:48 GMT–Neural Information Processing Systems

Specifically, we integrate two essential sub-tasks, i.e., traffic data imputation and decision-making, by leveraging a Partial Rewards Conditioned Diffusion (PRCD) model to prevent missing rewards

artificial intelligence, machine learning, reinforcement learning, (19 more...)

Neural Information Processing Systems

Feb-18-2026, 10:01:48 GMT

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Country:
- Asia > China
  - Beijing > Beijing (0.04)
  - Zhejiang Province > Hangzhou (0.05)

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- Research Report > Experimental Study (0.93)

Industry:
- Transportation
  - Ground > Road (1.00)
  - Infrastructure & Services (0.84)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning
      - Learning Graphical Models > Undirected Networks
        Markov Models (0.67)
      - Neural Networks (0.93)
      - Reinforcement Learning (1.00)
    - Representation & Reasoning (1.00)
    - Vision (0.93)
  - Data Science (1.00)

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