Nikolaos Agadakos

University of Illinois Chicago, Stevens Institute of Technology

Papers

Total Citations

H-Index

About

Nikolaos Agadakos is a researcher dedicated to enhancing mobility and independence for individuals with physical disabilities, particularly the elderly and those with limited or no hand functionality. His primary research areas lie at the intersection of assistive robotics, egocentric computer vision, and human-robot interaction. Agadakos’s most significant contribution is the development of a hands-free, co-robotic wheelchair that leverages egocentric vision—cameras worn by the user—to interpret head and gaze movements for intuitive navigation. This work, detailed in his highly cited 2020 paper (26 citations), introduces a shared autonomy framework where the robot and user collaborate, complementing each other’s strengths to avoid collisions and correct mistakes. His 2023 follow-up (12 citations) expands this concept by offering multiple levels of autonomy tailored to individual user preferences, while his foundational 2017 paper (10 citations) established the core principles of learning user preferences for seamless shared control. By replacing traditional joystick interfaces with vision-based control, Agadakos’s research directly addresses a critical gap in assistive technology, offering a dignified, empowering solution for those with severe motor impairments. His work stands as a landmark in accessible robotics, promising to transform daily mobility for countless individuals.