J. Andrew Bagnell March 15, 2015 J. A. Bagnell is an associate professor at the Robotics Institute and Machine Learning Department at Carnegie Mellon University. Imitation learning is the study of algorithms that attempt to improve performance by mimicking a teacher’s decisions and behaviors. Such techniques promise to enable effective “programming by demonstration” to automate tasks, such as d...