Visual intelligence is a cornerstone of intelligence. From passive perception to embodied interaction with the world, vision plays a critical role. In this talk, I will discuss a number of work in our lab that spans both perception and robotic learning, underscoring the importance of an ‘ecological approach’ to learning.