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# This function chooses at random which action to be performed within the range 
# of all the available actions.
def ActionChoice(available_actions_range):
    if(sum(PossibleAction)>0):
        next_action = int(ql.random.choice(PossibleAction,1))
    if(sum(PossibleAction)<=0):
        next_action = int(ql.random.choice(5,1))
    return next_action

# Sample next action to be performed
action = ActionChoice(PossibleAction)
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