Is it OK to roll a dice to randomize my Rock-Paper-Scissors choice?
No. R-P-S is a game of strategy. You must not appear to be randomizing your choice by any method.
Source: PUI Rules Team (2008-10-16)

Relevant cards

Note: All applicable cards may not be listed below.
BW11_56