Reinforcement Learning, Machine Learning, Monte Carlo Method, Temporal Difference, Data Science.
performance between the two methods. The Random Walk Task The Random Walk task is a simple Markov reward process proposed by Sutton et al. for TD and MC prediction purposes[2], as the images below show. In this task, the agent starts from the center node C. The agent takes a right or left step with