Tag: TD

A comparison of Temporal-Difference(0) and Constant-α Monte Carlo methods on the Random Walk Task

The Monte Carlo (MC) and the Temporal-Difference (TD) methods are both fundamental technics in the field of reinforcement learning; they solve the prediction problem based on the experiences from interacting with the environment rather than the environment’s model. However, the TD method is a ...