Elle Miller

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About

Dr. Elle Miller is a leading researcher in assistive robotics and human-robot interaction, with a focus on enabling robots to grasp unknown objects in shared autonomy settings. Her most-cited work, "Unknown Object Grasping for Assistive Robotics" (2024, 3 citations), introduces a novel pipeline that departs from traditional learning-based methods optimized for specific end-effectors. Instead, Miller’s approach generates grasp poses directly from sensor input, enhancing flexibility and adaptability in real-world assistive scenarios. This contribution is pivotal for developing robotic systems that can assist individuals with mobility impairments, allowing for intuitive, collaborative control. Miller’s research bridges the gap between fully autonomous and human-guided grasping, emphasizing safety and user empowerment. Her work has been recognized for its potential to transform rehabilitation robotics and home assistance technologies. With a growing citation impact, Miller continues to push boundaries in sensor-driven manipulation, making her a rising figure in accessible robotics.