Graduate thesis title "An Intelligent Mobile Robot Controller Using Neuro-Fuzzy Techniques". In this work the robot move along a collision free trajectory until it reaches its target by utilizing a hybrid neuro-fuzzy controller. On the other hand in this research a mobile robot was built in order to implement this hybrid neuro-fuzzy controller.