deep-learning-lab

Winter Semester 2017/2018 - Albert-Ludwigs-Universität Freiburg

Introduction

In this repository you will find different lab assignments for Deep Learning, such as Multilayer Perceptrons, CNN's or Deep RL.

Glossary

• Exercise 01: Neural Network (MLP) for classifying MNIST digits
• Exercise 02: CNN and Tensorflow for classifying MNIST digits
• Exercise 03: Visual Planner for solving Maze using Keras (A* algorithm)
• Exercise 04: Deep Reinforcement learning (Q-Learning) for solving Maze using Keras
• Exercise 05: DQN for Cartpole in Gym and different Deep RL approaches (final project)