Reinforcement Learning, Machine Learning, Deep Learning, Artificial Intelligence.
suboptimal policies due to the exploration bias. In off-policy learning, exploration is typically decoupled from the learning process. This separation allows for targeted exploration strategies, like epsilon-greedy or UCB (Upper Confidence Bound). These strategies ensure that the agent explores