Long Term Autonomy 

Texas Robotics investigates methods to enable mobile robots to be autonomous over extended periods of times (hours or days), while increasing their abilities to perform general-purpose service tasks. This research area encompasses many aspects of Artificial Intelligence and Machine Learning.