Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning von Allen, Kelsey R., Smith, Kevin A., Tenenbaum, Joshua B.

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Lifelong learning of cognitive styles for physical problem-solving: The effect of embodied experience von Allen, Kelsey R., Smith, Kevin A., Bird, Laura-Ashleigh, Tenenbaum, Joshua B., Makin, Tamar R., Cowie, Dorothy

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Foundations of intuitive power analyses in children and adults von Pelz, Madeline C., Allen, Kelsey R., Tenenbaum, Joshua B., Schulz, Laura E.

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Learning rigid-body simulators over implicit shapes for large-scale scenes and vision von Rubanova, Yulia, Lopez-Guevara, Tatiana, Allen, Kelsey R, Whitney, William F, Stachenfeld, Kimberly, Pfaff, Tobias

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Scaling Face Interaction Graph Networks to Real World Scenes von Lopez-Guevara, Tatiana, Rubanova, Yulia, Whitney, William F, Pfaff, Tobias, Stachenfeld, Kimberly, Allen, Kelsey R

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Lifelong learning of cognitive styles for physical problem-solving: The effect of embodied experience von Allen, Kelsey R, Smith, Kevin A, Bird, Laura-Ashleigh, Tenenbaum, Joshua B, Makin, Tamar R, Cowie, Dorothy

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Learning 3D Particle-based Simulators from RGB-D Videos von Whitney, William F, Lopez-Guevara, Tatiana, Pfaff, Tobias, Rubanova, Yulia, Kipf, Thomas, Stachenfeld, Kimberly, Allen, Kelsey R

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Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models von Wu, Ziyi, Rubanova, Yulia, Kabra, Rishabh, Hudson, Drew A, Gilitschenski, Igor, Aytar, Yusuf, van Steenkiste, Sjoerd, Allen, Kelsey R, Kipf, Thomas

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Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning von Allen, Kelsey R, Smith, Kevin A, Tenenbaum, Joshua B

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Learning rigid dynamics with face interaction graph networks von Allen, Kelsey R, Rubanova, Yulia, Lopez-Guevara, Tatiana, Whitney, William, Sanchez-Gonzalez, Alvaro, Battaglia, Peter, Pfaff, Tobias

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Physical Design using Differentiable Learned Simulators von Allen, Kelsey R, Lopez-Guevara, Tatiana, Stachenfeld, Kimberly, Sanchez-Gonzalez, Alvaro, Battaglia, Peter, Hamrick, Jessica, Pfaff, Tobias

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Infinite Mixture Prototypes for Few-Shot Learning von Allen, Kelsey R, Shelhamer, Evan, Shin, Hanul, Tenenbaum, Joshua B

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Learning rigid-body simulators over implicit shapes for large-scale scenes and vision von Rubanova, Yulia, Lopez-Guevara, Tatiana, Allen, Kelsey R, Whitney, William F, Stachenfeld, Kimberly, Pfaff, Tobias

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Scaling Face Interaction Graph Networks to Real World Scenes von Lopez-Guevara, Tatiana, Rubanova, Yulia, Whitney, William F, Pfaff, Tobias, Stachenfeld, Kimberly, Allen, Kelsey R

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Few-Shot Bayesian Imitation Learning with Logical Program Policies von Silver, Tom, Allen, Kelsey R, Lew, Alex K, Kaelbling, Leslie Pack, Tenenbaum, Josh

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Learning 3D Particle-based Simulators from RGB-D Videos von Whitney, William F, Lopez-Guevara, Tatiana, Pfaff, Tobias, Rubanova, Yulia, Kipf, Thomas, Stachenfeld, Kimberly, Allen, Kelsey R

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Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models von Wu, Ziyi, Rubanova, Yulia, Kabra, Rishabh, Hudson, Drew A, Gilitschenski, Igor, Aytar, Yusuf, Sjoerd van Steenkiste, Allen, Kelsey R, Kipf, Thomas

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Learning rigid dynamics with face interaction graph networks von Allen, Kelsey R, Rubanova, Yulia, Lopez-Guevara, Tatiana, Whitney, William, Sanchez-Gonzalez, Alvaro, Battaglia, Peter, Pfaff, Tobias

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Relational inductive bias for physical construction in humans and machines von Hamrick, Jessica B, Allen, Kelsey R, Bapst, Victor, Zhu, Tina, McKee, Kevin R, Tenenbaum, Joshua B, Battaglia, Peter W

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Physical Design using Differentiable Learned Simulators von Allen, Kelsey R, Lopez-Guevara, Tatiana, Stachenfeld, Kimberly, Sanchez-Gonzalez, Alvaro, Battaglia, Peter, Hamrick, Jessica, Pfaff, Tobias

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