Thought Experiment

Imagine a person who volunteers to go on a dangerous mission, undercover for some greater good. But there is a twist, the person must undergo a procedure that will cause total amnesia. If this person undergoes this procedure and faces great hardship, in their confusion are they still responsible for what happens to them. Are we responsible for choices we don't remember making?