Navigation for a team of agents is a challenging but interesting problem with a variety of applications, including fleet operations in warehouses, video games, and drone shows. In this talk, I provide an overview of techniques for controlling multiple moving agents. The talk includes multi-agent pathfinding (MAPF) which aims at finding a set of collision-free paths on graphs, planning in continuous spaces, and robust execution policies for real robots.