Data-Efficient Quadratic Q-Learning Using LMIs

J. S. van Hulst, W. P. M. H. Heemels, D. J. Antunes

Reinforcement learning (RL) has seen significant research and application results but often requires large amounts of training data. This paper proposes two data-efficient off-poli…