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Ren-Jie Song

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Open access Sep 2026

Human-like memory empowers embodied robots for long-term object navigation

Effortless object finding by humans, even in cluttered or unseen environments, relies on the seamless integration of perception, memory, and contextual inference. In contrast, embodied robots operating under egocentric perception and partial observability frequently struggle with dynamic spatial relations and long-te...

Ying Zhang, Ren-Jie Song, Hong-Liang Ren et al. · 1 citation

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