The Simons Collaboration on Ecological Neuroscience (SCENE) seeks to uncover general principles of brain function through an ecological perspective: studying perception, cognition, and action in the context of the affordances available to different agents. Here, Angelaki et al. introduce SCENE’s goals, hypotheses, and approaches outlining a collaborative vision for the next decade.