Elise van der Pol

9 papers · 2019–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird

Venues

ICLR (4) NeurIPS (4) CoRL (1)

Top co-authors

Max Welling (4) Thomas Kipf (2) Darius Muglich (2) Pascal Mettes (2) Herke van Hoof (2) Christian Schroeder de Witt (1) Jan-Willem van de Meent (1) Ondrej Biza (1) Robert Platt (1) Max van Spengler (1)

Research topics

Machine Learning (6) Artificial Intelligence (5) Deep Learning (4) Reinforcement Learning (4) Architectures (4) Core Methods (4) Core AI (3) Learning Paradigms (3) Learning Types · Machine Learning (3) Applications (2) Methods (2) Learning Types · Deep Learning (1) Techniques (1)

Keywords

zero-shot coordination (2) graph neural network (2) symmetry breaking (2) multi-agent reinforcement learning (1) robotic manipulation (1) inductive bia (1) multi-task learning (1) margin loss (1) data efficiency (1) 3d mesh (1) equivariant neural network (1) compositional structure (1) matrix multiplication (1) interpretable representation (1) multi-agent coordination (1) computational physics (1) out-of-distribution detection (1) keypoint detection (1) tensor field (1) contrastive learning (1)

Papers

Expected Return Symmetries ICLR 2025 One-shot Imitation Learning via Interaction Warping CoRL 2023 Equivariant Networks for Zero-Shot Coordination NeurIPS 2022 Geometric and Physical Quantities improve E(3) Equivariant Message Passing ICLR 2022 Maximum Class Separation as Inductive Bias in One Matrix NeurIPS 2022 Multi-Agent MDP Homomorphic Networks ICLR 2022 Contrastive Learning of Structured World Models ICLR 2020 MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning NeurIPS 2020 Hyperspherical Prototype Networks NeurIPS 2019