A practically implementable reinforcement learning control approach by leveraging offset-free model predictive control

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Reinforcement Learning: An Introduction

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

Computing, Behavioral Sciences, Computer Science +12

Continuous control with deep reinforcement learning

Timothy Lillicrap, Jonathan J. Hunt, Alexander Pritzel et al. · arXiv (Cornell University) · 2016 · 6.8K citations · Full text

Computing, Computer Science, Physics +17

A survey of industrial model predictive control technology

S. Joe Qin, Thomas A. Badgwell · Control Engineering Practice · 2003 · 5K citations

Engineering, Industrial Engineering, Systems Engineering +12

Deep Reinforcement Learning with Double Q-Learning

Hado van Hasselt, Arthur Guez, David Silver · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 3.5K citations · Full text

Computing, Computer Science, Algorithms +11