large language models, reasoning, planning, reinforcement learning
2023 – Present
model-based reinforcement learning, planning, simulation
2014 – Present
deep learning, graph neural networks, relational reasoning, structured data
2017 – 2023
physical reasoning, intuitive physics, physical simulation
2011 – 2020
Bayesian modeling, computational cognitive science
2012 – 2018
metareasoning, bounded optimality
2015 – 2017