Derek is NLP researcher working in XLab focused on commonsense reasoning for dialogue agents. He is currently working towards a Computer Science masters degree at the University of Washington. This blog is about the journey in building a qualitatively superior dialogue agents using a combination of natural language understanding, reinforcement learning, and bayesian methods, all connected in an end-to-end manner. To contact, please send an email to: derek chen 14 at gmail.