Hayk Martiros

Papers

Total Citations

H-Index

About

Hayk Martiros is a leading researcher at the intersection of symbolic computation and robotics, whose work is reshaping how complex optimization problems are solved in the field. His most influential contribution is the development of **SymForce**, a powerful library that combines the flexibility of symbolic mathematics with the speed of autogenerated code for nonlinear optimization. This tool has become essential for tackling challenges in computer vision, motion planning, and robot controls, allowing researchers to rapidly prototype and deploy high-performance algorithms. Since its publication in 2022, SymForce has already garnered **17 citations**, signaling its rapid adoption and impact. Martiros’s work stands out for bridging the gap between theoretical symbolic reasoning and practical, real-time robotic systems. By enabling developers to write intuitive symbolic expressions that are automatically compiled into efficient code, he has significantly lowered the barrier to advanced optimization in robotics. His contributions are particularly notable for their emphasis on both development speed and runtime performance—a rare combination that is driving innovation in autonomous systems and embodied AI.