Center for Advanced Intelligence Project

My main goal is to understand the principles of learning from data and use them to develop algorithms that can learn like living beings. My current focus is on algorithms that can mimic human learning by sequentially exploring and collecting experiences about the world. With these new algorithms, I aim to solve many existing issues in algorithms for deep learning, e.g., make them data-efficient and improve their rate of convergence and robustness.