Reinforcement Learning, Markov Decision Process, Deep Learning, Machine Learning, Artificial Intelligence.
even if every reward becomes 1 in an infinite sequence i.e. in a continuing task, still the total return will not be infinite as long as we keep discounting factor less than 1 as shown below. Unified Notations for Episodic and Continuing Tasks In our future discussions, sometimes we deal with