Sequential memory improves sample and memory efficiency in Episodic Control

Ismael T. Freire, Adrián F. Amil, Paul F. M. J. Verschure

State of the art deep reinforcement learning algorithms are sample inefficient due to the large number of episodes they require to achieve asymptotic performance. Episodic Reinforc…