mlpy.agents.modules.IAgentModule

class mlpy.agents.modules.IAgentModule

Bases: mlpy.modules.UniqueModule

Agent module base interface class.

The agent (Agent) uses an agent module, which specifies how the agent is controlled. Valid agent module types are:

followpolicymodule

The agent follows a given policy (FollowPolicyModule)

learningmodule

The agent learns according to a specified learner (LearningModule).

usermodule

The agent is user controlled via keyboard or PS2 controller (UserModule).

Notes

Every class inheriting from IAgentModule must implement get_next_action.

Attributes

mid	The module’s unique identifier.

Methods

choose_action(state)	Choose the next action the agent will execute.
cleanup()	Cleanup the agent module.
end(experience)	End the learning agent module.
init()	Initialize the agent module.
is_complete()	Check if the agent module has completed.
load(filename)	Load the state of the module from file.
save(filename)	Save the current state of the module to file.
start()	“Start an episode.
step(state)	Execute the agent module.
terminate(value)	Set the termination flag.