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06/15/2021
Physion: Evaluating Physical Prediction from Vision in Humans and Machines
While machine learning algorithms excel at many challenging visual tasks...
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07/09/2020
ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation
We introduce ThreeDWorld (TDW), a platform for interactive multi-modal p...
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06/22/2020
Learning Physical Graph Representations from Visual Scenes
Convolutional Neural Networks (CNNs) have proved exceptional at learning...
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06/21/2018
Flexible Neural Representation for Physics Prediction
Humans have a remarkable capacity to understand the physical dynamics of...
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02/21/2018
Emergence of Structured Behaviors from Curiosity-Based Intrinsic Motivation
Infants are experts at playing, with an amazing ability to generate nove...
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02/21/2018
Learning to Play with Intrinsically-Motivated Self-Aware Agents
Infants are experts at playing, with an amazing ability to generate nove...
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10/10/2015