Fatemeh Cheraghi Pouria
Papers
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Total Citations
1
H-Index
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About
Fatemeh Cheraghi Pouria is a rising researcher in robotics and artificial intelligence, with a primary focus on autonomous navigation in complex, human-centric environments. Her work addresses the critical challenge of enabling robots to move safely and efficiently through crowded spaces that also contain static obstacles like furniture or narrow corridors. Her most notable contribution, the paper "HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments," introduces a novel framework that models the diverse spatial and temporal interactions between robots, humans, and environmental constraints. By leveraging a heterogeneous graph transformer, this approach overcomes the limitations of prior methods that often overlook these complex, multi-type interactions. While early in her career, this work has already garnered attention, laying a strong foundation for safer and more intelligent robot behavior in real-world settings. Cheraghi Pouria’s research is particularly significant for applications in service robotics, autonomous delivery, and assistive technologies, promising to bridge the gap between theoretical navigation algorithms and practical, robust deployment.
Research Focus
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Top Papers
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