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  • UC Berkeley
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  1. coordinated-transit-signal-priority coordinated-transit-signal-priority Public

    Improving coordinated (two intersections) transit signal priority on bus travel time and headway reliability with single agent reinforcement learning (SARL) approach

    Python 14 6

  2. lyft-motion-prediction-for-autonomous-vehicle lyft-motion-prediction-for-autonomous-vehicle Public

    Deep learning models for self-driving vehicles to predict other car/cyclist/pedestrian (called "agent")'s motion.

    Python 39 5

  3. transit-signal-priority-with-spatial-info transit-signal-priority-with-spatial-info Public

    Deep Reinforcement Learning with CNN networks (policy/target) training with grid (spatial) public transportation data.

    Python 7 4

  4. rna-3d-folding rna-3d-folding Public

    Exploring the RNA Folding Problem

    Jupyter Notebook

  5. atopic-dermatitis-genetic-variant-study atopic-dermatitis-genetic-variant-study Public

    End-to-end pipeline mapping atopic dermatitis (AD) genetic risk to drug-repurposing candidates, with safety annotation. Combines population-genetics evidence (GWAS → TWAS) with perturbational trans…

    Jupyter Notebook

  6. kaggle-orbit-wars kaggle-orbit-wars Public

    Agents for Orbit-Wars Kaggle competition

    Python