be very beneficial let's switch gears to state representation an ominous will have many many subsections it turns out first one we have is how would go from observation to state so the the kind of paper that most people might be most familiar with is the world models paper by David ha and collaborators and here's very kind of a simple diagram showcasing what they investigated so what you have is you have an environment the environment leads to an observation in this case pixel values and that can be very high dimensional fear but I'll take