International Workshop on "Human Interaction with Machines" is the sixth in a series of successful workshops which was founded by the Shanghai Jiao Tong University and Technische Universit? Berlin. The purpose of the workshop was to bring together researchers from both universities in order to present the results of research into the international community. In human interaction with machines we can distinguish two important research directions. The second is where one can directly relate to machines such as engines working with people or are in close contact with people must be secure so that even in case of no failure hurt. The question is how to control the machine. Machine Learning ? Multi-modal attention machine.