Speculating....
In addition to the configuration of all the ESCs parameters such a battery type, Cutoff voltage, Brake, Timing, Start-up mode, you also need to fix the throttle range limits of 0% and 100% using the throttle stick on your RC xmitter. Otherwise the ESCs don't know how to gauge...