Overview on DeepMind and Its AlphaGo Zero AI
Sean D. Holcomb, William K. Porter, Shaun V. Ault, Guifen Mao, Jin Wang · 2018
The goal of this paper is to give insight into what the company known as DeepMind is and what accomplishments it is making in the fields of Machine Learning and Artificial Intelligence. Among their accomplishments, particular focus will be placed upon the recent success of AlphaGo Zero which made waves in the machine learning and artificial intelligence communities. The various parts of AlphaGo Zero's implementation such as reinforcement learning, neural networks, and Monte Carlo Tree Searches will be explained with brevity to give better understanding of the process as a whole.