sunoh-kim / deep-reinforcement-learning

This repository contains my assignment solutions for the Deep Reinforcement Learning course (430.729_003) offered by Seoul National University (Spring 2020).

Deep Reinforcement Learning - Assignment Solutions

This repository contains my assignment solutions for the Deep Reinforcement Learning course (430.729_003) offered by Seoul National University (Spring 2020).

The algorithms for the assignments are implemented using TensorFlow in Python.

Assignment1:

Environment Setup, Multi-Layer Perceptron (MLP)

Assignment2:

Imitation Learning

Assignment3:

Deep Q Learning

Assignment4:

Proximal Policy Optimization (PPO)

Assignment5:

Deep Deterministic Policy Gradient (DDPG)