Projects

Goals as Reward-Producing Programs
We propose a framework to represent cognitive as reward-producing programs, and learn a model to generate novel ones.
Goals as Reward-Producing Programs
Infant Relation Categorization
We use several types of deep neural networks to model various results in infant relation categorization
Infant Relation Categorization
Playful Goal Modeling
How do people generate playful goals? We take first steps towards computational models of playful goals
Playful Goal Modeling
Simple Object Representations
We add simple object representations to a deep RL algorithm and study the results
Simple Object Representations