active

ActiveEnvironment

Bases: Environment, Stepable, Actable, Protocol

An environment supporting active learning through interaction.

An active environment loads data interactively from simulations or real systems. The learner influences the environment by selecting actions, which the environment responds to with observations and rewards. This supports active learning strategies where the learner explores the environment to optimize its behavior.