Object-Oriented Dynamics Learning through Multi-Level Abstraction

16 Apr 2019Guangxiang ZhuJianhao WangZhizhou RenZichuan LinChongjie Zhang

Object-based approaches for learning action-conditioned dynamics has demonstrated promise for generalization and interpretability. However, existing approaches suffer from structural limitations and optimization difficulties for common environments with multiple dynamic objects... (read more)

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