Trait renforce::util::LogDiffFunc

pub trait LogDiffFunc<S: Space, A: Space, T: Num>: ParameterizedFunc<T> {
    fn log_grad(&self, state: &S::Element, action: &A::Element) -> Vec<T>;
}

A function taking in (state, action) pairs whose log can be differentiated

Required Methods

fn log_grad(&self, state: &S::Element, action: &A::Element) -> Vec<T>

The gradient of the log of the output with respect to the parameters

Implementors

• impl<F: Float, S: Space, A: FiniteSpace, D> LogDiffFunc<S, A, F> for PolicyAgent<F, S, A, D> where D: DifferentiableFunc<S, A, F>