Experimental simulation show that the results are promising, but more experiments must be executed, with new multi-choice setplays, in order to fully evaluate the advantages that can be obtained by the use of the proposed approach (in this evaluation, only one setplay, presented as example, was used in order to evaluate the improvement of the team evaluation after the use of Q-Learning to select the “best” choices of actions).