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Publication

• Expected Return Symmetries
  Paper - Feb 2025 - ICLR 2025
• One-shot Imitation Learning via Interaction Warping
  Paper - Nov 2023 - CoRL 2023
• Symmetry and Structure in Deep Reinforcement Learning
  PhD Thesis - Jul 2023 - University of Amsterdam
• Equivariant Networks for Zero-Shot Coordination
  Paper - Nov 2022 - NeurIPS 2022
• Maximum Class Separation as Inductive Bias in One Matrix
  Paper - Nov 2022 - NeurIPS 2022 - oral
• Stochastic Parallelizable Eigengap Dilation for Large Graph Clustering
  Paper - Jul 2022 - ICML 2022 workshop on Topology, Algebra, and Geometry in Machine Learning
• Geometric and Physical Quantities improve E(3) Equivariant Message Passing
  Paper - Apr 2022 - ICLR 2022 - spotlight
• Multi-Agent MDP Homomorphic Networks
  Paper - Apr 2022 - ICLR 2022
• The Impact of Negative Sampling on Contrastive Structured World Models
  Paper - Jul 2021 - ICML 2021 workshop on Self-Supervised Learning for Reasoning and Perception
• MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning
  Paper - Dec 2020 - NeurIPS 2020
• Plannable Approximations to MDP Homomorphisms: Equivariance under Actions
  Paper - May 2020 - AAMAS 2020
• Contrastive Learning of Structured World Models
  Paper - Apr 2020 - ICLR 2020 - oral
• Hyperspherical Prototype Networks
  Paper - Dec 2019 - NeurIPS 2019
• Beyond Local Nash Equilibria for Adversarial Networks
  Paper - Nov 2018 - Benelearn 2018
• Visual Rationalizations in Deep Reinforcement Learning for Atari Games
  Paper - Nov 2018 - BNAIC 2018 - oral
• GANGs: Generative Adversarial Network Games
  Paper - Dec 2017 - Arxiv preprint
• Coordinated Deep Reinforcement Learners for Traffic Light Control
  Paper - Dec 2016 - NeurIPS 2016 Workshop on Learning, Inference and Control of Multi-Agent Systems
• Video Demo: Deep Reinforcement Learning for Coordination in Traffic Light Control
  Paper - Nov 2016 - BNAIC 2016
• Deep Reinforcement Learning for Coordination in Traffic Light Control
  MSc Thesis - Aug 2016 - University of Amsterdam
• Linguistic Style Accommodation in Disagreements
  Paper - Aug 2016 - Joint Conference on Lexical and Computational Semantics 2016
• Empirical Evaluation of Collective Rationality for Quota Rules in Judgment Aggregation
  Paper - Nov 2015 - BNAIC 2015

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