A Distributional Analogue to the Successor Representation

This paper contributes a new approach for distributional reinforcement learning which elucidates a clean separation of transition structure and reward in the learning process. Analogous to how the successor representation (SR) describes the expected consequences of behaving according to a given poli...

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Veröffentlicht in:	arXiv.org 2024-02
Hauptverfasser:	Harley Wiltzer, Farebrother, Jesse, Gretton, Arthur, Tang, Yunhao, Barreto, André, Dabney, Will, Bellemare, Marc G, Rowland, Mark
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Machine learning Representations
Online-Zugang:	Volltext
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