How Crucial is Transformer in Decision Transformer?

Decision Transformer (DT) is a recently proposed architecture for Reinforcement Learning that frames the decision-making process as an auto-regressive sequence modeling problem and uses a Transformer model to predict the next action in a sequence of states, actions, and rewards. In this paper, we an...

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Bibliographische Detailangaben

Hauptverfasser:	Siebenborn, Max, Belousov, Boris, Huang, Junning, Peters, Jan
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Computer Science - Robotics
Online-Zugang:	Volltext bestellen
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