Model-free control of unknown nonlinear systems using an iterative learning concept: theoretical development and experimental validation

Optimality and flexibility in Iterative Learning Control for varying tasks

(2016) Jurgen van Zundert et al.   AUTOMATICA

On ramp metering: towards a better understanding of ALINEA via model-free control

(2016) Hassane Abouaïssa et al.   INTERNATIONAL JOURNAL OF CONTROL

Model-Free Primitive-Based Iterative Learning Control Approach to Trajectory Tracking of MIMO Systems With Experimental Validation

(2015) Mircea-Bogdan Radac et al.   IEEE Transactions on Neural Networks and Learning Systems

Enhanced Data-Driven Optimal Terminal ILC Using Current Iteration Control Knowledge

(2015) Ronghu Chi et al.   IEEE Transactions on Neural Networks and Learning Systems

Controller-Dynamic-Linearization-Based Model Free Adaptive Control for Discrete-Time Nonlinear Systems

(2013) Zhongsheng Hou et al.   IEEE Transactions on Industrial Informatics

Model-free control

(2013) Michel Fliess et al.   INTERNATIONAL JOURNAL OF CONTROL

Data-Driven Model-Free Adaptive Control for a Class of MIMO Nonlinear Discrete-Time Systems

(2011) Zhongsheng Hou et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Reinforcement Learning for Partially Observable Dynamic Processes: Adaptive Dynamic Programming Using Measured Output Data

(2010) F L Lewis et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS