Reinforcement Learning, Machine Learning, Deep Learning.
inaccurate. On the other hand, if epsilon is set to one, the algorithm always selects a random arm, which can lead to inefficient exploration. UCB: UCB (Upper Confidence Bound) is an algorithm that balances exploration and exploitation by selecting the arm with the highest upper confidence bound