Reinforcement Learning, Machine Learning, Monte Carlo Method, Temporal Difference, Data Science.
runs of comparison is as the image above shows. The TD method generally yields better value estimations than the MC methods, and the TD with α = 0.05 can get really close to the true value. The graph also shows the MC method has a higher variance compared to the TD ones, as the orchid lines