A visualization demonstrating how Lock in Feedback (LiFt) is able to optimize over multiple dimensions – here, optimizing the position of a decoy on two attributes.

If you are interested in playing around with Lock in Feedback: LiFt has been made available as a policy in StreamingBandit.