Reinforcement Learning, Artificial Intelligence, Machine Learning, Data Science, Statistics.
The upper graph illustrates the increase in expected reward with experience, showing that the greedy method initially improves slightly faster but levels off at a lower reward-per-step compared to ε-greedy methods. The greedy method often gets stuck performing suboptimal actions, finding the