Working agent example

[MartinThoma]

Do you have an agent trained in this environment which works well?

[xinleipan]

Yes, DQN can easily solve this task.

[ConstantinosM]

Very useful environment!Did you use Openai's deepq or your own implementation. If you used the openai's which values of the hyperparameters you choose? Also after how many episodes it learns?

[xinleipan]

Hey @ConstantinosM yes, I used a very simple model, which is the model in the nature DQN model, and use a slightly smaller discount rate, for example, gamma=0.9, this makes the algorithm converge faster.