Investigating the role of model-based learning in exploration and transfer
Jan 1, 2023
Procedural generalization by planning with self-supervised world models
Jan 1, 2022
On the role of planning in model-based deep reinforcement learning
Jan 1, 2021
Levels of Analysis for Machine Learning
Jan 1, 2020
Divide-and-Conquer Monte Carlo Tree Search For Goal-Directed Planning
Jan 1, 2020
Combining Q-Learning and Search with Amortized Value Estimates
Jan 1, 2020
Structured agents for physical construction
Jan 1, 2019
nbgrader: A Tool for Creating and Grading Assignments in the Jupyter Notebook
Jan 1, 2019
Analogues of mental simulation and imagination in deep learning
Jan 1, 2019
Relational inductive biases, deep learning, and graph networks
Jan 1, 2018