The Emergence of Abstract and Episodic Neurons in Episodic Meta-RL

In this work, we analyze the reinstatement mechanism introduced by Ritter et al. (2018) to reveal two classes of neurons that emerge in the agent's working memory (an epLSTM cell) when trained using episodic meta-RL on an episodic variant of the Harlow visual fixation task. Specifically, Abstra...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	AlKhamissi, Badr, ElNokrashy, Muhammad, Spranger, Michael
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!