  We explore the complex design space of behaviour planning for autonomous
driving. Design choices that successfully address one aspect of behaviour
planning can critically constrain others. To aid the design process, in this
work we decompose the design space with respect to important choices arising
from the current state of the art approaches, and describe the resulting
trade-offs. In doing this, we also identify interesting directions of future
work.
