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cs.AI2024★ 2 cited
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…
cs.AI2020
Towards sample-efficient episodic control with DAC-ML
Ismael T. Freire, Adrián F. Amil, Vasiliki Vouloutsi +1
The sample-inefficiency problem in Artificial Intelligence refers to the inability of current Deep Reinforcement Learning models to optimize action policies within a small number o…