Reinforcement Learning

Reinforcement Learning Introduction

Towards Data Science

Reinforcement — the action or process of reinforcing or strengthening Learning — the acquisition of knowledge or skills through study, experience, or being taught I would be writing a series of blogs…...

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…...

Best Resources to Learn Reinforcement Learning

Towards Data Science

The Best Resources to Learn Reinforcement Learning Explore some of the best (mostly free) tutorials, courses, books, and more on this ever-evolving field Learning Robot — [image by Author, generated ...

Reinforcement Learning & Sushi Go!

Towards Data Science

Reinforcement learning is an area of machine learning concerned with how an agent takes action based on its environment to maximize its long-term reward. Although the concept has been out for a…

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…

Learn Reinforcement Learning from Top Universities

Towards AI

Reinforcement learning (RL) is a rapidly growing field that is revolutionizing the way machines learn to make decisions. From playing games like Go and chess to controlling robots and self-driving…

Learning to Learn More: Meta Reinforcement Learning

Towards Data Science

The ELI5 definition for Reinforcement Learning would be training a model to perform better by iteratively learning from its previous mistakes. Reinforcement learning provides a framework for agents…

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...

Exploration in Reinforcement Learning

Towards Data Science

Update: The best way of learning and practicing Reinforcement Learning is by going to http://rl-lab.com Everyone is confronted with the same dilemma on a daily basis: should I keep doing what I do…

Reinforcement Learning — Teaching the Machine to Gamble with Q-learning

Level Up Coding

Reinforcement Learning is an area of Artificial Intelligence and Machine Learning that involves simulating many scenarios in order to optimize the outcomes. One of the most used approaches in…

Reinforcement Learning (Q-Learning) with Decision Trees

Towards Data Science

Reinforcement learning (RL) is a paradigm in machine learning where a computer learns to perform tasks such as driving a vehicle, playing atari games, and beating humans in the game of Go, with…

An Illustrated Overview of Reinforcement Learning

Analytics Vidhya

Reinforcement Learning (RL) is a learning paradigm different from traditional machine learning (supervised and unsupervised). The learning problem considered here mimics humans learning from…