Wouter Caarls

Model-Plant Mismatch Compensation Using Reinforcement Learning

Learning-based approaches are suitable for the control of systems with unknown dynamics. However, learning from scratch involves many trials with exploratory actions until a good control policy is discovered. Real robots usually cannot withstand the exploratory actions and suffer damage. This proble