Reinforcement Learning and Long-Term Value Prediction
In recent years, the conjunction of Deep Learning and Reinforcement Learning (RL) has achieved great successes in the areas of robotics and computer games (Atari, Go, Starcraft, DOTA). In this talk we will introduce some of the fundamental concepts of RL, and give you pointers for you to play with those even inside your browser. We will then explain how the same framework allows you to think of other sequential decision making processes, and how you can predict the long-term value of your …