Taylor Raines

University of Southern California

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

4
H-Index
4
Papers
100
Total Citations
25
Avg Citations/Paper
🏆 Most Cited Paper
Automated Assistants for Analyzing Team Behaviors
37 citations · 2003
📈 Most Prolific Year: 2000 (2 Papers)
🤝 Key Collaborators: 5
🏛 Institutions: University of Southern California

Top Papers

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Key Collaborators

Contact & Links

Available for collaboration
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