Examples

You can find these examples at the root of the package. For each example at least two files are provided:

• A launcher file (whose name usually starts by run_).
• An environnement file (whose name usually ends by _env).

The launcher file performs different actions:

• It instantiates the environment, the agent (along with a q-network).
• It binds controllers to the agent
• it finally runs the experiment

Examples are better than precepts and the best is to get started with the following examples (with the simplest examples listed first)

• Toy environment with time series
  • Description of the environement
  • How to run
  • Results
  • Using Convolutions VS LSTM’s
• The pendulum on a cart
  • Description
  • Results
  • Details on the implementation
• Gym environment
• Two storage devices environment
  • Description of the environement
  • Annex to the paper
• ALE environment
• PLE environment