Reinforcement-Learning-Tutorial

Sample reinforcement learning tutorial notebooks

1. Cross Entropy

Check out the corresponding medium blog post https://towardsdatascience.com/reinforcement-learning-tutorial-with-open-ai-gym-9b11f4e3c204.

2. DDPG Walker

Check out the corresponding medium blog post https://towardsdatascience.com/reinforcement-learning-tutorial-with-open-ai-gym-6215a7a15970.

3. DDQN Space

Check out the corresponding medium blog post https://towardsdatascience.com/deep-reinforcement-learning-tutorial-with-open-ai-gym-c0de4471f368.

To Execute

pip install -r requirements.txt

jupyter notebook

Citing

@misc{Abhinav:2019,
  Author = {Abhinav Sagar},
  Title = {Reinforcement Learning Tutorial},
  Year = {2019},
  Publisher = {GitHub},
  Journal = {GitHub repository},
  Howpublished = {\url{https://github.com/abhinavsagar/Reinforcement-Learning-Tutorial.git}}
}