A simple example of Q-Learning with automatic hyperparameter search using hyperopt and gym
Gym environment: FrozenLake4x4 and FrozenLake8x8
Hyperopt is used to search the whole space of alpha, gamma, epsilon and num_episodes (up to 10000). The results will be displayed at the end of the notebook.
There is also a full pairplot
