Predictive Representations: Building Blocks of Intelligence
What is the successor representation? What is its role in biological and artificial intelligence?
Cognitive Science
Multi-task reinforcement learning in humans
How do humans transfer knowledge across different tasks?
Discovery of hierarchical representations for efficient planning
Why do humans represent their environments hierarchically? How are these hierarchical representations learned?