This feature is currently in beta. You are welcome to try it but please contact us if you notice issues.
You may encounter use cases that require you to combine multiple types of action spaces. For example, consider a missile turret which require two types of actions to work.
- Action 1 - Shoot missile which is a discrete choice of 0 (don't shoot) or 1 (shoot).
- Action 2 - Turn turret which is a continuous range between 0 and 360 degrees.
To deal with these non-symmetrical action spaces, you must implement a mixed tuple action space.
Step 1 - In the "Actions" field within the Pathmind Helper properties, define your action space.
You'll want to do two things here:
- Define a @Discrete and a @Continuous action space.
- In your
doAction(), set an argument for each action space. In the example above, it'd be two arguments: shoot and turn
Finally, check debug mode to confirm that your action space is properly set up. In the example above, it should look something like
[1, 319.92], etc.
Step 2 - Update your
doAction function to accept mixed tuple actions. Please revisit this article for instructions on how to do that.