Jonathan Gratch: “Socially Situated Planning”

November 3, 2000 | North Falmouth, MA

Speaker: Jonathan Gratch
Host: AAAI Fall Symposium on Socially Intelligent Agents

Virtual environments such as training simulators and video games do an impressive job at modeling the physical dynamics of synthetic worlds but fall short when modeling the social dynamics of anything but the most impoverished human encounters. Yet the social dimension is at least as important as good graphics for creating an engaging game or effective training tool. Commercial flight simulators accurately model the technical aspects of flight but many aviation disasters arise from social breakdowns: poor management skills in the cockpit, or the effects of stress and emotion. Per- haps the biggest consumer of simulation technology, the U.S. military, identifies unrealistic human and or- ganizational behavior as a major limitation of existing simulation technology (NRC, 1998). And of course the entertainment industry has long recognized the impor- tance of good character, emotional attachment and rich social interactions to �put butts in seats.� This article describes a research effort to endow virtual training environments with richer models of social be- havior. We have been developing autonomous and semi-autonomous software agents that plan and act while situated in a social network of other entities, hu- man and synthetic (Hill et. al, 1997; Tambe, 1997; Gratch and Hill, 1999). My work has focused on mak- ing agents act in an organization and obey social con- straints, coordinate their behavior, negotiate conflicts, but also obey their own self-interest and show a range of individual differences in their behavior and willing- ness to violate social norms, albeit within the relatively narrow context of a specific training exercise.