Research on an automatic design algorithm of the control rules for the mobile robot

A new optimal local path planning method for the mobile robot is introduced. It is achieved through the optimal control rules which are formed automatically based on the Q-Learning (QL) method of the Reinforcement Learning (RL). The rules are executed as the reaction behaviors on the mobile robot at last. The state/action space which construct the rules… (More)