Structured agents for physical construction

International Conference on Machine Learning, pp. 464-474, 2019.

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Abstract:

Physical construction -- the ability to compose objects, subject to physical dynamics, in order to serve some function -- is fundamental to human intelligence. Here we introduce a suite of challenging physical construction tasks inspired by how children play with blocks, such as matching a target configuration, stacking and attaching bl...More

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