For problem 2, assume that the robot must have greater than zero
clearance, i.e. if the robot is 3 units wide in some direction, and
there is a space that is 3 units wide between two obstacles or an
obstacle and a wall, then the robot cannot pass through that space.
A more precise way of stating this is to assume that the C-space
obstacles are closed (i.e. they include the boundary).