AbsoluteZero: Reinforced Self-play Reasoning with Zero Data

Abstract

In this talk I will present the motivation for learning without data. Then, the AbsoluteZero method will be discussed with detailed equations and insights. Finally, I will summarize the results, highlight the key findings, discuss the advantages, and outline opportunities for future improvements.

Duc Q. Nguyen

CS PhD Student

My research interests include Generative Models, Graph Representation Learning, and Probabilistic Machine Learning. My application interests include Natural Language Processing, Healthcare, and Education.