We present a measurement of four new bottom baryons in proton-antiproton collisions with a center of mass energy of 1.96 TeV. Using 1.1 fb-1 of data collected by the CDF II detector, we observe four Lambda0(b) pi++/- resonances in the fully reconstructed decay mode Lambda0(b) --> Lambda+_c pi+-. The probability for the background to produce a similar or larger signal is less than 8.3 x 10-8, corresponding to a significance of greater than 5.2 sigma. We interpret these baryons as the Sigma(*)+/-_b states.