We present a phase-plane analysis of cosmologies containing a baryotro
pic fluid with an equation of state p(gamma) = (gamma-1)rho(gamma), pl
us a scalar field phi with an exponential potential V proportional to
exp(-lambda kappa phi) where kappa(2)= 8 pi G. In addition to the well
-known inflationary solutions for lambda(2)<2, there exist scaling sol
utions when lambda(2)>3 gamma in which the scalar field energy density
tracks that of the baryotropic fluid (which for example might be radi
ation or dust). We show that the scaling solutions are the unique late
-time attractors whenever they exist. The fluid-dominated solutions, w
here V(phi)/rho(gamma)-->0 at late times, are always unstable (except
for the cosmological constant case gamma=0). The relative energy densi
ty of the fluid and scalar field depends on the steepness of the expon
ential potential, which is constrained by nucleosynthesis to lambda(2)
>20. We show that standard inflation models are unable to solve this '
'relic density'' problem.