Elizabeth Martin

Papers

Total Citations

H-Index

About

Elizabeth Martin is a leading figure in robotics motion planning, best known for her foundational work on the Covariant Hamiltonian Optimization and Motion Planning (CHOMP) algorithm. Her key research areas span optimization-based motion planning, legged locomotion, and mobile manipulation, where she has made significant contributions to integrating complex kinematic constraints into practical robotic systems. Martin’s most cited work, "Multigrid CHOMP with Local Smoothing" (2013, 19 citations), introduced a novel multigrid approach that dramatically improves the efficiency and smoothness of trajectory optimization, enabling robots to navigate cluttered environments with greater agility. This advance has proven critical for applications in legged locomotion and mobile manipulation, where real-time, collision-free motion is essential. Her research bridges theoretical optimization with real-world robotic performance, earning recognition for its impact on both academic robotics and industry applications. Martin’s work continues to inspire new generations of researchers seeking to push the boundaries of autonomous robot movement.