How do hyperparameters affect traditional RL algorithms?
Explanation, derivation, and implementation of Policy Gradients.
Tutorial on computing gradients and derivatives using Numpy and Tensorflow
Simple overview and introduction on DAgger and its implementations
Welcome to an introductory tutorial into Data Science with Python. I will cover the basics of how to use Numpy, Pandas, Scikit-Learn, and Keras.