efficiency over a three C which was can be standard RL approach deep mind abuses at the time on the 3d deep mind lab which is a navigation first-person vision navigation task and sixty percent improvement the final scores so faster learning and converging to better final scores so what does the architecture look like when we see at the top here in the middle is the base a QC agent so again this is not a reinforcement in lecture let me give you a little bit of background what's going on here in reinforced when you have experiences the