Mohamed-Harith Ibrahim

An Empirical Study on Curriculum Learning for Reinforcement Learning-based Biomechanical Arm Control

Controlling high-dimensional musculoskeletal systems is challenging due to the large number of muscle actuators and the need for coordinated motor behavior. Recent work has shown that combining reinforcement learning with curriculum learning can improve performance on such tasks, yet the design of effective curricula r...