Reinforcement Learning, Machine Learning, Deep Learning, Artificial Intelligence.
best-known strategy to maximize rewards. Striking the right balance between these two is essential for effective RL. In on-policy learning, exploration is often encouraged by the inherent need to collect new data for updating the policy. However, this might result in the agent getting stuck in