We design a new provably efficient algorithm for episodic reinforcement learning with generalized linear function approximation. We analyze the algorithm under a new expressivity assumption that we ...

The equation 3 h 6 = 9 can be shown on a function machine by writing out the functions that have been applied to h in the order they happened. BIDMAS means multiplications happen before subtractions.

The requested application of an interactive linear equation quiz is contained in the file demo.py. I spent some extra time to explore page navigation and an "example" page where the reader learns how ...

The equation 3 j 6 = 9 can be shown on a function machine by writing out the functions that have been applied to j in the order they happened. BIDMAS means multiplication happens before subtraction.

The function-on-function linear model in functional data analysis (a branch of statistics) is insufficient to capture complex correlations among the considered time series and suffer from ...

A linear function approximator is a function y=f(x,w) that is linear in the weights, though not necessarily linear in the input x: Linear function approximators have several nice properties. For ...

Linear regression is used to predict, or visualize, a relationship between two different variables. The dependent variable and the independent variable.