Elise van der Pol | DeepAI

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Featured Co-authors

Max Welling
167 publications
Zeynep Akata
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Shimon Whiteson
97 publications
Cees G. M. Snoek
87 publications
Rita Cucchiara
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Jakob Foerster
51 publications
Frans A. Oliehoek
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Pascal Mettes
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Herke van Hoof
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Rahul Savani
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Yoram Bachrach
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∙ 10/21/2022

Equivariant Networks for Zero-Shot Coordination

Successful coordination in Dec-POMDPs requires agents to adopt robust st...

1 Darius Muglich, et al. ∙

∙ 07/29/2022

Stochastic Parallelizable Eigengap Dilation for Large Graph Clustering

Large graphs commonly appear in social networks, knowledge graphs, recom...

0 Elise van der Pol, et al. ∙

∙ 06/17/2022

Maximum Class Separation as Inductive Bias in One Matrix

Maximizing the separation between classes constitutes a well-known induc...

11 Tejaswi Kasarla, et al. ∙

∙ 10/09/2021

Multi-Agent MDP Homomorphic Networks

This paper introduces Multi-Agent MDP Homomorphic Networks, a class of n...

0 Elise van der Pol, et al. ∙

∙ 10/06/2021

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

Including covariant information, such as position, force, velocity or sp...

0 Johannes Brandstetter, et al. ∙

∙ 06/30/2020

MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning

This paper introduces MDP homomorphic networks for deep reinforcement le...

1 Elise van der Pol, et al. ∙

∙ 02/01/2019

Visual Rationalizations in Deep Reinforcement Learning for Atari Games

Due to the capability of deep learning to perform well in high dimension...

10 Laurens Weitkamp, et al. ∙

∙ 01/29/2019

Hyperspherical Prototype Networks

This paper introduces hyperspherical prototype networks, which unify reg...

12 Pascal Mettes, et al. ∙

∙ 06/18/2018

Beyond Local Nash Equilibria for Adversarial Networks

Save for some special cases, current training methods for Generative Adv...

4 Frans A. Oliehoek, et al. ∙

∙ 12/02/2017

GANGs: Generative Adversarial Network Games

Generative Adversarial Networks (GAN) have become one of the most succes...

0 Frans A. Oliehoek, et al. ∙

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