Least Squares Temporal Difference Actor-Critic Methods with Applications to Robot Motion Control

Reza Moazzez Estanjini, Xu Chu Ding, Morteza Lahijanian +3

We consider the problem of finding a control policy for a Markov Decision Process (MDP) to maximize the probability of reaching some states while avoiding some other states. This p…