Inverse stochastic learning
How can we infer what a subject has inferred at any moment based on their behavior?
Learning
Predictive Representations: Building Blocks of Intelligence
What is the successor representation? What is its role in biological and artificial intelligence?
Causal Inference Gates Corticostriatal Learning
How do causal inferences shape reward-based learning in the brain?
Multi-task reinforcement learning in humans
How do humans transfer knowledge across different tasks?
Neural Computations Underlying Causal Structure Learning
How does the brain learn the abstract causal structure of the world in a way that supports generalization?