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  1. Landing-A-Rocket-With-Simple-Reinforcement-Learning Landing-A-Rocket-With-Simple-Reinforcement-Learning Public

    This repo gives an example of using a simple method of reinforcement learning to beat the Lunar Lander environment. The agent uses a combination of CEM and neural networks using the pytorch library.

    Jupyter Notebook 19 2

  2. MonteCarlo MonteCarlo Public

    Implementation of first visit Monte Carlo for prediction and control

    Jupyter Notebook 12 9

  3. TD3 TD3 Public

    Implementation of the TD3 algorithm written in Pytorch

    Jupyter Notebook 11 4

  4. core_rl core_rl Public

    Repo of core reinforcement learning algorithms and explanations using pytorch lightning

    Python 8 5

  5. CNN-On-The-Cloud- CNN-On-The-Cloud- Public

    Code used to build an image classifier for the Fashion MNIST dataset. Built using the Keras library and trained on the FloydHub cloud platform

    Jupyter Notebook 4

  6. MountainCar_TD_Lambda MountainCar_TD_Lambda Public

    Solution for mountain car environment using TD Lambda eligibility trace and RBF cells

    Python 2 1