Shanning Zhuang

Motion Control of High-Dimensional Musculoskeletal Systems with Hierarchical Model-Based Planning

Controlling high-dimensional nonlinear systems, such as those found in biological and robotic applications, is challenging due to large state and action spaces. While deep reinforcement learning has achieved a number of successes in these domains, it is computationally intensive and time consuming,…