Trait renforce::environment::Environment

pub trait Environment {
    type State: Space;
    type Action: Space;
    fn state_space(&self) -> Self::State;
    fn action_space(&self) -> Self::Action;
    fn step(&mut self,
            action: &Self::Action::Element)
            -> Observation<Self::State>;
    fn reset(&mut self) -> Observation<Self::State>;
    fn render(&self);
}

Environment Trait

Represents an interactive environment

Associated Types

type State: Space

The type of State Space used by this Environment

type Action: Space

The type of Action Space used by this Environment

Required Methods

fn state_space(&self) -> Self::State

Returns the state space used by this Environment

fn action_space(&self) -> Self::Action

Returns the action space used by this Environment

fn step(&mut self, action: &Self::Action::Element) -> Observation<Self::State>

Performs action in environment and returns the observed result

fn reset(&mut self) -> Observation<Self::State>

Resets the environment to its initial configuration

fn render(&self)

Displays the environment

Implementors