Abstract Research background Markov Decision Processes ( MDPs ) are a powerful framework for modeling many real-world problems with finite-horizons that maximize the reward given sequence of actions. Although such as investment and financial market where value decreases exponentially time, require introduction interest rates. Purpose This study investigates non-stationary finite-horizon discoun...