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Elise van der Pol

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One-shot Imitation Learning via Interaction Warping

Jun 21, 2023
Ondrej Biza, Skye Thompson, Kishore Reddy Pagidi, Abhinav Kumar, Elise van der Pol, Robin Walters, Thomas Kipf, Jan-Willem van de Meent, Lawson L. S. Wong, Robert Platt

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Stochastic Parallelizable Eigengap Dilation for Large Graph Clustering

Jul 29, 2022
Elise van der Pol, Ian Gemp, Yoram Bachrach, Richard Everett

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Maximum Class Separation as Inductive Bias in One Matrix

Jun 17, 2022
Tejaswi Kasarla, Gertjan J. Burghouts, Max van Spengler, Elise van der Pol, Rita Cucchiara, Pascal Mettes

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Multi-Agent MDP Homomorphic Networks

Oct 09, 2021
Elise van der Pol, Herke van Hoof, Frans A. Oliehoek, Max Welling

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Geometric and Physical Quantities improve E(3) Equivariant Message Passing

Oct 06, 2021
Johannes Brandstetter, Rob Hesselink, Elise van der Pol, Erik Bekkers, Max Welling

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The Impact of Negative Sampling on Contrastive Structured World Models

Jul 24, 2021
Ondrej Biza, Elise van der Pol, Thomas Kipf

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MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning

Jun 30, 2020
Elise van der Pol, Daniel E. Worrall, Herke van Hoof, Frans A. Oliehoek, Max Welling

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Plannable Approximations to MDP Homomorphisms: Equivariance under Actions

Feb 27, 2020
Elise van der Pol, Thomas Kipf, Frans A. Oliehoek, Max Welling

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Contrastive Learning of Structured World Models

Jan 05, 2020
Thomas Kipf, Elise van der Pol, Max Welling

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