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  • Stanford, CA

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  1. bipedal-robot-rl bipedal-robot-rl Public

    Augmented Random Search (ARS) and Deep Q Learning (DQN) reinforcement learning techniques to teach a simulated bipedal robot to walk.

    Python 3

  2. patellar-instability-cnn patellar-instability-cnn Public

    Deep learning computer vision convolutional neural net (CNN) for keypoint detection on x-ray images of knees to identify patellar instability.

    Python 3

  3. battery-optimization battery-optimization Public

    Battery charging schedule optimization to minimize lithium-ion battery degradation.

    Jupyter Notebook 16 2

  4. haptic-knife haptic-knife Public

    Haptic and visual feedback display to simulate the sensation of chopping a vegetable.

    C++ 2

  5. locobot locobot Public

    Colaborative resource gathering robot leveraging SLAM, image processing, object detection, and inverse kinematic solver.

    Python 1 1

  6. lunar-lander-rl lunar-lander-rl Public

    Deep Q Learning (DQN) neural net to optimize a lunar lander control policy using OpenAI Gym environment.

    Python