From MRAC to Learning-Based MPC: the emerging importance of machine learning for control of robot manipulators. Discussion on Model Reference Adaptive Control of Robotic Manipulators. Data-Based Learning for Uncertain Robotic Systems. Reinforcement Learning of Robotic Manipulators. Adaptive control for multi-fingered robot hands. Output Feedback Adaptive Control of Uncertain Dynamical Systems with Event-Triggering. Event Sampled Adaptive Control of Robot Manipulators and Mobile Robot Formations. Design, Integration and Analysis of a Hybrid Controller for Multi Degrees of Freedom Serial Mechanisms. Adaptive Control of Modular Ankle Exoskeletons in Neurologically Disabled Populations. Open Architecture High Value Added Robot Manufacturing Cells. The Adaptive Control Algorithm for Manipulators with Joint Flexibility. Unification of Bipedal Robotic Walking using Quadratic Program-based Control Lyapunov Function: Applications to Regulation of ZMP and Angular Momentum. Robust Adaptive Nonlinear Control for Robotic Manipulators with Flexible Joints. Adaptive Switching Iterative Learning Control of Robot Manipulator. Adaptive Robust Control Design for Robot Manipulators Based on Online Estimation of the Lumped Time-Varying Model Uncertainties. Evaluation of microgenetic and microimmune algorithms for solving inverse kinematics of hyper-redundant robotic manipulators on-line.
Biography
Dan Zhang, Bin Wei
