While experimenting with new encoders (particularly ones based on ART - adpative resonance theory), I also ran some experiments with AOgmaNeo where an agent must find a red box. Since AOgmaNeo builds a world model during this reinforcement learning process, I can actually see "dreams" of what it has modeled in the world.