Technical insights & research

Torque Control of an Elbow Joint Using a Markov Decision Process and Deep Q-Network

A simulation-based torque control approach for an elbow joint using reinforcement learning, demonstrating stable learning behavior and effective trajectory tracking for rehabilitation robotics.