Alexey Merzlyakov

Papers

Total Citations

175

H-Index

About

Alexey Merzlyakov is a leading researcher in mobile robotics, with a focus on simultaneous localization and mapping (SLAM) and the Robot Operating System (ROS) ecosystem. His work addresses the critical challenge of enabling robots—from legged platforms to consumer devices—to navigate complex, dynamic environments with greater autonomy and reliability. Merzlyakov’s 2021 survey, "A Comparison of Modern General-Purpose Visual SLAM Approaches" (68 citations), provides a definitive benchmark of state-of-the-art visual SLAM algorithms, guiding researchers and practitioners in selecting robust solutions for real-world deployment. His highly influential 2023 paper, "From the desks of ROS maintainers: A survey of modern & capable mobile robotics algorithms in the robot operating system 2" (107 citations), offers an authoritative, practitioner-oriented overview of ROS 2’s algorithmic capabilities, bridging the gap between cutting-edge research and practical implementation. Through these contributions, Merzlyakov has shaped the trajectory of modern SLAM systems and ROS-based development, earning recognition as a key voice in the transition of mobile robotics from laboratory prototypes to service-ready technologies.