Reinforcement -learning for optimal tracking control of linear discrete-time systems with unknown dynamics

Reinforcement Learning: An Introduction

Richard S. Sutton, Andy Barto · IEEE Transactions on Neural Networks · 1998 · 27.1K citations

Computing, Behavioral Sciences, Computer Science +12

Reinforcement Learning: An Introduction

IEEE Transactions on Neural Networks · 2005 · 25.8K citations

Computing, Behavioral Sciences, Computer Science +12

Learning from delayed rewards

Chris Watkins · OpenGrey (Institut de l'Information Scientifique et Technique) · 1989 · 5.5K citations

Computing, Behavioral Sciences, Machine Learning +9

Reinforcement learning and adaptive dynamic programming for feedback control

Frank L. Lewis, Draguna Vrabie · IEEE Circuits and Systems Magazine · 2009 · 1.5K citations

Engineering, Mathematics, Dynamical Systems +13

Reinforcement Learning and Feedback Control: Using Natural Decision Methods to Design Optimal Adaptive Controllers

Frank L. Lewis, Draguna Vrabie, Kyriakos G. Vamvoudakis · IEEE Control Systems · 2012 · 1.1K citations

Engineering, Mathematics, Systems Engineering +17