Muhammad Saud Ul Hassan

Single-Stage Optimization of Open-Loop Stable Limit Cycles with Smooth, Symbolic Derivatives

Open-loop stable limit cycles are foundational to legged robotics, providing inherent self-stabilization that minimizes the need for computationally intensive feedback-based gait correction. While previous methods have primarily targeted specific robotic models, this paper introduces a general frame