Reinforcement Learning, Machine Learning, Monte Carlo Method, Temporal Difference, Data Science.
all batch experiences are fully processed. Let’s implement the batch training for both algorithms on the Random Walk environment to see if the TD method still performs better than the MC method. Result Figure 6 The batch training result. Source: figure by the author The result of batch training