Online Reinforcement Learning of Optimal Threshold Policies for Markov Decision Processes

Arghyadip Roy, Vivek Borkar, Abhay Karandikar +1

To overcome the curses of dimensionality and modeling of Dynamic Programming (DP) methods to solve Markov Decision Process (MDP) problems, Reinforcement Learning (RL) methods are a…