Deep Reinforcement Learning - A tutorial: Vikas Raykar
Channel: Hasgeek TV
Date: 02/08/2017

Reinforcement Learning (RL) is a natural computational paradigm for agents learning from interaction to achieve a goal. Deep learning (DL) provides a powerful general-purpose representation learning framework. A combination of these two has recently emerged as a strong contender for artificial general intelligence. This tutorial will povide a gentle exposition of RL concepts and DL based RL with a focus on policy gradients. We will briefly touch upon some applications and end with some recent work on multi-modal conversational systems.

Slides and more information: https://anthillinside.talkfunnel.com/2017/57-deep-reinforcement-learning-a-tutorial