Question

1) 1) Which of the following is not a useful way to approach a standard multi-armed bandit problem? Assume bandits are stationary.

1. “How can I ensure the best action is the one which is mostly selected as time tends to infinity?”

2. “How can I ensure the total regret as time tends to infinity is minimal?”

3. “How can I ensure an arm which has an expected reward within a certain threshold of the optimal arm is chosen with a probability above a certain threshold?”


4. “How can I ensure that when given any 2 arms, I can select the arm with a higher expected return with a probability above a certain threshold?”

Answer 1

Answer:

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