N Step Return And Its Properties
# N-Step Return And Its Properties: A Comprehensive Guide Imagine teaching a robot to play a game. You could wait until the very end to tell it whether it won or lost, but that's like giving a student a grade only after the final exam! Reinforcement learning offers a better way: provide feedback at each step. But how do you balance immediate rewards with long-term goals? That's where the N-step return comes in. It bridges the gap between immediate, potentially noisy, rewards and the ultimate ou