Knowledge transfer: Computers teach each other Pac-Man

PULLMAN, Wash. – Researchers in Washington State University’s School of Electrical Engineering and Computer Science have developed a method to allow a computer to give advice and teach skills to another computer in a way that mimics how a real teacher and student might interact.

 

The paper by Matthew E. Taylor, WSU’s Allred Distinguished Professor in Artificial Intelligence, was published online in the journal Connection Science. The work was funded in part by the National Science Foundation (NSF).

Researchers had the agents – as the virtual robots are called – act like true student and teacher pairs: student agents struggled to learn Pac-Man and a version of the StarCraft video game. The researchers were able to show that the student agent learned the games and, in fact, surpassed the teacher.
Continue reading “Knowledge transfer: Computers teach each other Pac-Man”