mlpy.planners.explorers.discrete.DiscreteExplorer

class mlpy.planners.explorers.discrete.DiscreteExplorer[source]

Bases: mlpy.planners.explorers.IExplorer

The discrete explorer base class.

The explorer class executes the exploration policy by choosing a next action based on the current qvalues of the state-action pairs.

Notes

All discrete explorers should derive from this class.

Methods

activate() Turn on exploration mode.
choose_action(actions, qvalues) Choose the next action according to the exploration strategy.
deactivate() Turn off exploration mode.