Since Baseline 1 barges-in on users after an information peak, when ID may still be high, it continuously receives a negative reward reflecting the user preference for late barge-ins.
of this continuous negative reward, the agent will then learn to avoid barge-ins altogether, which may in turn lead to less efficient interactions because low confidence ASR scores are clarified only late in the interaction.