Model-Based Reinforcement Learning With Isolated Imaginations

World models learn the consequences of actions in vision-based interactive systems. However, in practical scenarios like autonomous driving, noncontrollable dynamics that are independent or sparsely dependent on action signals often exist, making it challenging to learn effective world models. To ad...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 5 vom: 24. Mai, Seite 2788-2803
1. Verfasser: Pan, Minting (VerfasserIn)
Weitere Verfasser: Zhu, Xiangming, Zheng, Yitao, Wang, Yunbo, Yang, Xiaokang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article