Deep Learning Achievements of 2017 (Part 2) - DZone AI

In Part 1, we looked at text, voice, and computer vision advancements in 2017. Reinforcement learning (RL), or learning with reinforcement, is one of the most interesting and actively developing approaches to machine learning. The essence of the approach is to learn the successful behavior of the agent in an environment that gives a reward through experience -- just as people learn throughout their lives. RL is actively used in games, robots, and system management (traffic, for example). Of course, everyone has heard about AlphaGo's victories in the game over the best professionals.