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Academic · 1 min

Towards Neural Graph Data Management

arXiv:2603.05529v1 Announce Type: cross Abstract: While AI systems have made remarkable progress in processing unstructured text, structured data such as graphs stored in databases, continues …

Yufei Li, Yisen Gao, Jiaxin Bai, Jiaxuan Xiong, Haoyu Huang, Zhongwei Xie, Hong Ting Tsang, Yangqiu Song
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Academic · 1 min

Boosting deep Reinforcement Learning using pretraining with Logical Options

arXiv:2603.06565v1 Announce Type: new Abstract: Deep reinforcement learning agents are often misaligned, as they over-exploit early reward signals. Recently, several symbolic approaches have addressed these …

Zihan Ye, Phil Chau, Raban Emunds, Jannis Bl\"uml, Cedric Derstroff, Quentin Delfosse, Oleg Arenz, Kristian Kersting
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