  Interest in emergent communication has recently surged in Machine Learning.
The focus of this interest has largely been either on investigating the
properties of the learned protocol or on utilizing emergent communication to
better solve problems that already have a viable solution. Here, we consider
self-driving cars coordinating with each other and focus on how communication
influences the agents' collective behavior. Our main result is that
communication helps (most) with adverse conditions.
