RL_algorithms

Simple implementations of reinforcement learning algorithms on the CartPole-v1 environment.

Algorithms implemented

1. DQN (tensorflow implementation)

Implementation of the DQN algorithm using experience replay buffer and a seperate target network in the OpenAI Gym's CartPole-v1 environment. Accompanying blog article about the algorithm and some of the experiments I did with it can be found here.

Dependencies

1. Tensorflow 2.2.0

2. OpenAI Gym

3. Numpy

4. Pandas