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  1. DRIFT DRIFT Public

    A Unified PDE-Based Framework for Traffic Risk Fields for Occlusion and Topology-Aware Driving

    3

  2. Benchmark-RiskField Benchmark-RiskField Public

    A Comparative Study of Risk Field Modeling for Interactive Driving in Mixed Traffic

    Jupyter Notebook 5

  3. SAS-HKU/DREAM SAS-HKU/DREAM Public

    DREAM, a hierarchical occlusion-aware defensive autonomous driving framework that propagates latent risk with a PDE-based field model and injects that risk into maneuver selection and MPC-CBF traje…

    Python 4 1

  4. RiskFlow-RL RiskFlow-RL Public

    Learning Optimal Policies for Socially-Aware Autonomous Driving via Continuous Field Propagation

    Python 2