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AAMAS
2004
Springer

Automated Assistants for Analyzing Team Behaviors

10 years 4 months ago
Automated Assistants for Analyzing Team Behaviors
Multi-agent teamwork is critical in a large number of agent applications, including training, education, virtual enterprises and collective robotics. The complex interactions of agents in a team as well as with other agents make it extremely difficult for human developers to understand and analyze agent-team behavior. It has thus become increasingly important to develop tools that can help humans analyze, evaluate, and understand team behaviors. However, the problem of automated team analysis is largely unaddressed in previous work. In this article, we identify several key constraints faced by team analysts. Most fundamentally, multiple types of models of team behavior are necessary to analyze different granularities of team events, including agent actions, interactions, and global performance. In addition, effective ways of presenting the analysis to humans is critical and the presentation techniques depend on the model being presented. Finally, analysis should be independent of under...
Ranjit Nair, Milind Tambe, Stacy Marsella, Taylor
Added 15 Dec 2010
Updated 15 Dec 2010
Type Journal
Year 2004
Where AAMAS
Authors Ranjit Nair, Milind Tambe, Stacy Marsella, Taylor Raines
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