9 citations · 11 across the 7 of their papers we have counts for
3 papers · 1 filter
High-fidelity social learning via shared episodic memories enhances collaborative foraging through mnemonic convergence
Ismael T. Freire, Paul Verschure
Social learning, a cornerstone of cultural evolution, enables individuals to acquire knowledge by observing and imitating others. At the heart of its efficacy lies episodic memory,…
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…
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…