Zi-Qian Li

Transformer-Based Temporal Reinforcement Learning for Series Elastic Actuator Control

Series Elastic Actuators (SEAs) have been widely adopted in collaborative robots, rehabilitation robots, and other compliant robotic systems owing to their excellent compliance and force-control performance. However, the introduction of elastic elements also increases dynamic complexity, giving rise to nonlinearities,...