PHYRE: A New Benchmark for Physical Reasoning

Anton Bakhtin
Anton Bakhtin
Laura Gustafson
Laura Gustafson

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), pp. 5083-5094, 2019.

Cited by: 16|Bibtex|Views130|
EI
Keywords:
intelligent agents

Abstract:

Understanding and reasoning about physics is an important ability of intelligent agents. We develop the PHYRE benchmark for physical reasoning that contains a set of simple classical mechanics puzzles in a 2D physical environment. The benchmark is designed to encourage the development of learning algorithms that are sample-efficient and g...More

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