these shaping that comes from learning the slave representation where distances are meaningful learning can be a lot more efficient okay so at this point we've covered quite a few different ways of combining representation learning with reinforced learning to be more efficient and the general theme so far has been that or at least in our state for positions been done raw pixels sure it has the information but it's embedded in a very high dimensional space is million megapixel image million dimensional input we wanted in a more