Struct rsrl_domains::CliffWalk

pub struct CliffWalk { /* fields omitted */ }

Implementations

impl CliffWalk

pub fn new(height: usize, width: usize) -> CliffWalk

Trait Implementations

impl Default for CliffWalk

fn default() -> CliffWalk

Returns the "default value" for a type.

impl Domain for CliffWalk

type StateSpace = TwoSpace<Ordinal>

State space representation type class.

type ActionSpace = Ordinal

Action space representation type class.

fn emit(&self) -> Observation<[usize; 2]>

Emit an observation of the current state of the environment.

fn step(&mut self, action: &usize) -> (Observation<[usize; 2]>, Reward)

Transition the environment forward a single step given an action, a.

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

Returns an instance of the state space type class.

fn action_space(&self) -> Ordinal

Returns an instance of the action space type class.

fn transition(
    &mut self,
    a: Action<Self>
) -> Transition<State<Self>, Action<Self>>

fn rollout<F>(
    self,
    pi: F,
    step_limit: Option<usize>
) -> Trajectory<State<Self>, Action<Self>> where
    F: FnMut(&State<Self>) -> Action<Self>,
    Self: Sized,