gets this far with 10 to the i don't know 4 and then this far 10 to the 5 and so on so these are comparisons you can see that on the outside q learning is going to beat this these methods but our hope is going to be that of course if we have this zero shot generalization it's much better than running q learning for really long if we get close to it so the green thing is what we've already seen policies one and two will give you a fairly you know good um fairly good extent right here so what does it mean it means it can solve