Reinforcement Learning

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Towards Data Science

This literature review focusses on the Historic, Modern and Future developments of Reinforcement Learning.

Reinforcement Learning

Towards Data Science

Reinforcement learning(RL) is a type of deep learning that has been receiving a lot of attention in the past few years. It is useful for the situations we want to train AI for certain skills we don’t…...

Reinforcement Learning

Analytics Vidhya

In machine learning, there have main three areas. Supervised learning, unsupervised learning and reinforcement leaning. Reinforcement learning gives solutions for various kind of planning and control…...

Reinforcement learning .

Towards Data Science

We humans learn many things from our day to day activities. We observe our environment, take some actions and see how our actions affected our environment and take our next actions. Reinforcement…

Reinforcement Learning

Machine Learning Glossary

Reinforcement Learning In machine learning, supervised is sometimes contrasted with unsupervised learning. This is a useful distinction, but there are some problem domains that have share characterist...

Reinforcement Learning

Dive intro Deep Learning Book

Pratik Chaudhari ( University of Pennsylvania and Amazon ), Rasool Fakoor ( Amazon ), and Kavosh Asadi ( Amazon ) Reinforcement Learning (RL) is a suite of techniques that allows us to build machine l...

Reinforcement Learning:

Analytics Vidhya

Reinforcement learning is a field of machine learning in which an agent is learn by its own with the help of actions and their rewards. This is a method in which there is no need of supervision of…

Modeling with Reinforcement Learning

Towards Data Science

Reinforcement learning involves figuring out what to do in which situation. This can be tricky. Only a tiny fraction of all possible situations might have been experienced. If that. Even in a…

Basics — Reinforcement Learning

Analytics Vidhya

As you know, machine learning is a sub-category of AI. Similarly, various learning algorithms fall under Machine Learning. Here in this series, I am going to cover the basics of Reinforcement…

The Carrot and the Stick — Reinforcement Learning

Analytics Vidhya

Here’s a reward. Here’s a punishment. These phrases and the broader technique that accompanies them are called reinforcement learning (RL). Computer scientists used it to program artificial…

Reinforcement Learning 101

Analytics Vidhya

To learn reinforcement learning I had to struggle a lot. The main problem was I didn't know where to start and what to do. So, this article is an implementation of the Sarsa-Max or the Q-learning…

Reinforcement Learning 101

Towards Data Science

Reinforcement Learning(RL) is one of the hottest research topics in the field of modern Artificial Intelligence and its popularity is only growing. Let’s look at 5 useful things one needs to know to…