types of harm
Last edited: August 8, 2025typing
Last edited: August 8, 2025what is a type? a type is a set of values.
consider
List[Int]
; importantly, List
is not a type; its a “type constructor” which takes a type as input (Int
) and gives you as type as output List[int]
.
->
is another “type constructor”; its a type constructor written in infix notation. It takes two arguments, it constructs a type for set of functions which takes an integer as input and maps it to another integer Int -> Int
u1.c
Last edited: August 8, 2025unbiased parameter learning
Last edited: August 8, 2025If you are given the problem, you can learn the parameters by just computing them. For instance, to estimate the parameters of a gaussian, we can compute the mean and variance and shove it in.
uncertainty
Last edited: August 8, 2025There are many different types of uncertainty.
- Outcome Uncertainty: actions may not have known results
- Model Uncertainty: best action in a state may not be known
- State Uncertainty: current state may not be precisely known
- Interaction Uncertainty: interference between models