van der Pol, Elise
- Geometric and Physical Quantities Improve E(3) Equivariant Message Passing
2021/10/06 by J. Brandstetter, Rob Hesselink, Brandstetter, Johannes +7 · 26 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Neural Networks and Applications #Topic Modeling
- MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning
2020/06/30 by van der Pol, Elise, Worrall, Daniel E., van Hoof, Herke +2 · 9 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Contrastive Learning of Structured World Models
2019/11/27 by Thomas Kipf, Kipf, Thomas, Elise van der Pol +3 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Equivariant Networks for Zero-Shot Coordination
2022/10/21 by Darius Muglich, Christian Schroeder de Witt, Muglich, Darius +7 · 5 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
- One-shot Imitation Learning via Interaction Warping
2023/06/21 by Ondřej Bíža, Biza, Ondrej, Skye Thompson +17 · 5 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO)
- Plannable Approximations to MDP Homomorphisms: Equivariance under\n Actions
2020/02/27 by Elise van der Pol, van der Pol, Elise, Thomas Kipf +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Hyperspherical Prototype Networks
2019/01/29 by Pascal Mettes, Mettes, Pascal, Elise van der Pol +3 · 2 citations
Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Modular Robots and Swarm Intelligence #Opportunistic and Delay-Tolerant Networks
- Multi-Agent MDP Homomorphic Networks
2021/10/09 by van der Pol, Elise, van Hoof, Herke, Oliehoek, Frans A. +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- GANGs: Generative Adversarial Network Games
2017/12/02 by Frans A. Oliehoek, Oliehoek, Frans A., Rahul Savani +9 · 2 citations
Computer Science · Physics and Astronomy · #Reinforcement Learning in Robotics #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis
- Visual Rationalizations in Deep Reinforcement Learning for Atari Games
2019/02/01 by Weitkamp, Laurens, van der Pol, Elise, Akata, Zeynep · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Expected Return Symmetries
2025/02/03 by Muglich, Darius, Forkel, Johannes, van der Pol, Elise +1 · 3 citations
#FOS: Computer and information sciences #Multiagent Systems (cs.MA)