Pressure control of Once-through steam generator using Proximal policy optimization algorithm

Reinforcement Learning: An Introduction

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

Computing, Behavioral Sciences, Computer Science +12

Q-learning

Christopher J. Watkins, Peter Dayan · Machine Learning · 1992 · 9K citations · Full text

Continuous control with deep reinforcement learning

Timothy Lillicrap, Jonathan J. Hunt, Alexander Pritzel et al. · arXiv (Cornell University) · 2015 · 5.4K citations · Full text

Computing, Computer Science, Physics +17

Benchmarking Deep Reinforcement Learning for Continuous Control

Yan Duan, Xi Chen, Rein Houthooft et al. · arXiv (Cornell University) · 2016 · 973 citations · Full text

Computing, Computer Science, Robotics Engineering +14

Reinforcement learning is direct adaptive optimal control

Richard S. Sutton, Andrew G. Barto, R. J. Williams · IEEE Control Systems · 1992 · 524 citations

Natural Sciences, Mathematics, Machine Learning +16