Zero-shot World Models via Search in Memory
World Models have vastly permeated the field of Reinforcement Learning. Their ability to model the transition dynamics of an environment have greatly improved sample efficiency in online RL. Among the...
Our paper “Zero-shot World Models via Search in Memory” (by F. Malato & @villeh.bsky.social) was accepted to #NeurIPS2025! 🎉 A training-free world model predicting dynamics via memory search.
Poster: Exhibit Hall C,D,E on Wed 3 Dec 4:30–7:30 PM PST 🔗 arxiv.org/abs/2510.16123
See you in San Diego!
29.10.2025 13:20 — 👍 3 🔁 1 💬 0 📌 1
Hello BlueSky! We're StatML, the Statistical Machine Learning research group at the University of Eastern Finland. We study AI and Reinforcement Learning from multiple perspectives. Our website is launching soon, and we can’t wait to share more about our work!
27.10.2025 15:11 — 👍 4 🔁 0 💬 0 📌 0
Research Professor at the Spanish National Research Council (CSIC). Head of Human-Centred & AI Security, Ethics and Privacy Lab - https://hasp-lab.github.io
Prof at EPFL
AI • Climbing
Assistant Prof of CS at the University of Waterloo, Faculty and Canada CIFAR AI Chair at the Vector Institute. Joining NYU Courant in September 2026. Co-EiC of TMLR. My group is The Salon. Privacy, robustness, machine learning.
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Sr Principal Research Manager, Microsoft Research NYC. Machine Learning, AI Fairness.
AI researcher Google DeepMind * hon. professor at Heriot-Watt University * mother of dragons * Own opinions only.
Associate Professor – Department of Computer Science, Aalto University – theory of distributed & parallel computing – https://jukkasuomela.fi
Working on Explainable AI in ML and Recommender Systems.
PhD Candidate at IRLab Amsterdam and Jheronimus Academy of Data Science, supervised by Maarten de Rijke and Martijn Willemsen.
Professor of Computer Vision and AI at TU Munich, Director of the Munich Center for Machine Learning mcml.ai and of ELLIS Munich ellismunich.ai
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ELLIS PhD @ MPI & Oxford - Generative Models for Vision
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PhD Student in Computer Science at Harvard
Researcher at the University of Copenhagen & Pioneer Centre for AI
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Research collaboration among 5 universities in Denmark: Aalborg University, IT University of Copenhagen, University of Aarhus, Technical University of Denmark, and the University of Copenhagen.
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Senior Research Scientist at Google DeepMind. Equitable AI, language, gender, society. She/her.
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Professional Stumbler. Shenanigans with Earth Science & Machine Learning
Visiting researcher at google & assistant prof at it:u (at)
ELLIS doctoral candidate, TU Graz|| Reasoning and Causal Inference
I paint sometimes :)
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PhD Student in Mathematical Statistics at University of Twente working with Bandits
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PhD candidate at AI & ML lab @ TU Darmstadt (he/him). Research on deep learning, representation learning, neuro-symbolic AI, explainable AI, verifiable AI and interactive AI
