Struct renforce::agent::vagents::BinaryVAgent

pub struct BinaryVAgent<S: Space, A: FiniteSpace> { /* fields omitted */ }

Agent for environments where the action space has 2 members Performs action 0 if state value is negative, and performs action 1 otherwise

Methods

impl<S: Space, A: FiniteSpace> BinaryVAgent<S, A>

fn new(v_func: Box<VFunction<S>>, action_space: A) -> BinaryVAgent<S, A>

Creates a new BinaryVAgent

Trait Implementations

impl<S: Debug + Space, A: Debug + FiniteSpace> Debug for BinaryVAgent<S, A>

fn fmt(&self, __arg_0: &mut Formatter) -> Result

Formats the value using the given formatter.

impl<S: Space, A: FiniteSpace> Agent<S, A> for BinaryVAgent<S, A>

fn get_action(&self, state: &S::Element) -> A::Element

Returns the actions the agent should perform in the given state

impl<S: Space, A: FiniteSpace> VFunction<S> for BinaryVAgent<S, A>

fn eval(&self, state: &S::Element) -> f64

Evaluate the function on the given state

fn update(&mut self, state: &S::Element, new_val: f64, alpha: f64)

Update the function using the given information (alpha is learning rate)