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Machine Learning and Mind Lab

KAIST-Mila Prefrontal AI Research Center Korea Advanced Institute of Science and Technology (KAIST)

Welcome to the Machine Learning and Mind Lab (MLML) at KAIST. Our research aims to “develop machine learning algorithms for human-like general artificial intelligence” that can help us solve the hard problems of humanity. We seek to achieve this by creating learning algorithms fundamental to perception, cognition, and action. We hope that this computational approach will also shed light on the inner workings of the human mind.

| Research Focus

Next Generation Foundation Architectures
Reasoning and Abstraction for AGI
World Model Learning & Planning
Compositional Generalization & Neuro-Symbolic Learning
Causal Discovery and Reasoning
Embodied Physical AI & Robot Learning
Agent AI & Scientist AI

| Research Highlights

 News - 2025

09/19/25 - Three papers are accepted in NeurIPS 2025 with two spotlight paper. Congratulations to all authors!
06/20/25 - Junyeob Baek has started visiting Mila, the Quebec AI Institute, for our collaborative research project research  
05/01/25 - Our paper “Monte Carlo Tree Diffusion for System 2 Planning” is accepted in ICML as a spotlight paper which is given only to top 2.5% of all submissions.
01/22/25 - Two papers are accepted in ICLR 2025. Congratulations to all authors!
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 Contact

Email: sungjin.ahn@kaist.ac.kr Address: E3-1 3435, 291 Daehak-ro, Yuseong-gu, Daejeon, South Korea Phone: 042-350-3588