Re:Learning ‘Montezuma’s Revenge’ from a single demonstration
by dane-pgp on Wednesday July 04, 2018 @08:38PM
(#17460185)
In the worst case, the AI could store every single input it has received (for example, every frame it has seen) and calculate how similar each new input is to its past corpus.
Calculating similarity of images is quite a well-understood problem, but you're right that generalising the idea of similarity across all types of input data, in a way that is helpful for the AI to learn from, and efficient to calculate, may end up requiring a lot of coding that's specific to the individual use case.
Calculating similarity of images is quite a well-understood problem, but you're right that generalising the idea of similarity across all types of input data, in a way that is helpful for the AI to learn from, and efficient to calculate, may end up requiring a lot of coding that's specific to the individual use case.