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Problem 19 - Entrance Test
In reinforcement learning, what does the term 'exploration vs exploitation' refer to?
A. Balancing between exploring new actions and exploiting known rewards
B. Deciding the learning rate
C. Choosing between CNN and RNN
D. Splitting data into train and test
Check Answer
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Correct: A
Agents must balance trying new actions to discover better rewards (exploration) and choosing actions known to yield high rewards (exploitation).