Combining Reinforcement Learning with Symbolic Planning (2008)
Matthew Grounds, Daniel Kudenko
Abstract. One of the major difficulties in applying Q-learning to realworld domains is the sharp increase in the number of learning steps required to converge towards an optimal policy as the size of...