Reinforcement Learning, Machine Learning, Monte Carlo Method, Temporal Difference, Data Science.
on the Random Walk task. The TD method overrides the MC methods in all the tests in this post, so considering TD as a method for reinforcement learning tasks is a preferable choice. However, it doesn’t mean that TD is always better than MC, as the latter has a most obvious advantage: no bias. If