Taylor Raines
Papers
4
Total Citations
100
H-Index
4
About
Taylor Raines is a pioneering researcher in multi-agent systems and human-autonomy teaming, with a career focused on developing tools to help humans understand and evaluate complex team behaviors. Her foundational work, including the highly cited 2003 paper "Automated Assistants for Analyzing Team Behaviors" (37 citations), introduced novel frameworks for creating automated assistants that aid humans in deciphering the dynamics of multi-agent teamwork—a critical capability for applications in training, education, virtual enterprises, and collective robotics. Raines’s research addresses the growing need for transparency in autonomous systems, enabling humans to analyze, evaluate, and improve team performance. Her contributions extend to the RoboCup domain, as demonstrated by her 1999 paper "Two Fielded Teams and Two Experts: A RoboCup Challenge Response from the Trenches" (16 citations), which provided practical insights from deploying real-world multi-agent systems in competitive environments. With a cumulative citation impact of over 100 across her most-cited works, Raines has established herself as a key figure in advancing human-machine collaboration, bridging the gap between theoretical multi-agent research and practical, deployable solutions.
Research Focus
Key Achievements
Top Papers
- 1Automated Assistants for Analyzing Team Behaviors37 citations · 2003
- 2Automated assistants to aid humans in understanding team behaviors26 citations · 2000
- 3Automated Assistants to Aid Humans in Understanding Team Behaviors21 citations · 2000
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