Introduction to Reinforcement Learning

Introduction to Reinforcement Learning

Reinforcement Learning (RL): A high-level structural overview of classical Reinforcement Learning algorithms. Reinforcement Learning is learning what to do — how to map situations to actions — so as to maximize a numerical reward signal.

A high-level structural overview of classical Reinforcement Learning algorithms

Reinforcement Learning (RL) is an increasing subset of Machine Learning and one of the most important frontiers of Artificial Intelligence, since it has gained great popularity in the last years with a lot of successful real-world applications in robotics, games and many other fields. It denotes a set of algorithms that handle sequential decision-making and have the ability to take intelligent decisions depending on their local environment.

A RL algorithm can be described as a model that indicates to an agent which set of actions it should take within a closed environment in order to to maximize a predefined overall reward. Generally speaking, the agent tries different sets of actions, evaluating the total obtained return. After many trials, the algorithm learns which actions give a greater reward and establishes a pattern of behavior. Thanks to this, it is able to tell the agent which actions to take in every condition.

The goal of RL is to capture more complex structures and use more adaptable algorithms than classical Machine Learning, infact RL algorithms are more dynamic in their behavior compared to classical Machine Learning ones.

artificial intelligence deep learning machine learning reinforcement learning

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Artificial Intelligence, Machine Learning, Deep Learning 

Artificial Intelligence (AI) will and is currently taking over an important role in our lives — not necessarily through intelligent robots.

AI(Artificial Intelligence): The Business Benefits of Machine Learning

Enroll now at CETPA, the best Institute in India for Artificial Intelligence Online Training Course and Certification for students & working professionals & avail 50% instant discount.

Artificial Intelligence vs. Machine Learning vs. Deep Learning

Artificial Intelligence vs. Machine Learning vs. Deep Learning. We are going to discuss we difference between Artificial Intelligence, Machine Learning, and Deep Learning

Artificial Intelligence vs. Machine Learning vs. Deep Learning

Simple explanations of Artificial Intelligence, Machine Learning, and Deep Learning and how they’re all different

Artificial Intelligence vs. Machine Learning vs. Deep Learning

Learn the Difference between the most popular Buzzwords in today's tech. World — AI, Machine Learning and Deep Learning