2 papers
cs.LG2024
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…
cs.AI2024
Discretization of continuous input spaces in the hippocampal autoencoder
Adrian F. Amil, Ismael T. Freire, Paul F. M. J. Verschure
The hippocampus has been associated with both spatial cognition and episodic memory formation, but integrating these functions into a unified framework remains challenging. Here, w…