Sign In
Small logos Small logos
  • Home
  • Technology
    Artificial Intelligence
    Big Data
    Block Chain
    BYOD
    Cloud
    Cyber Security
    Data Center
    Digital Transformation
    Enterprise Mobility
    Enterprise Software
    IOT
    IT Services
  • Platforms
    The New Google Algorithm Update for 2021
    Google algorithm update for 2021
    Google

    Google is continuously making improvements to its algorithm and how websites are ranked on its organic search results page. This…

    5 Min Read
    Oracle Cloud Platform Now Validated for India Stack
    Service-Partner-Horizontal
    Oracle

    ORACLE OPENWORLD — Oracle today announced that the Oracle Cloud Platform has been validated to develop applications using India Stack…

    3 Min Read
    Oracle and AT&T Enter into Strategic Agreement
    Oracle

    Oracle today announced that AT&T signed an agreement to move thousands of its large scale internal databases to Oracle’s Cloud…

    3 Min Read
    IBM and Andrés Cepeda introduce First ‘Cognitive Music’ Project in Latin America
    IBM-Watson
    IBM

    IBM (NYSE: IBM) and Grammy-winning Colombian singer, songwriter and producer Andrés Cepeda will partner to collaboratively compose the artist’s next…

    3 Min Read
    Alpine Consulting Launches New eCommerce Website for Dana Rebecca
    IBM

    The new website will provide clients with the ability to more easily browse the latest innovations and designs in the…

    2 Min Read
    Check out more:
    • Google
    • HP
    • IBM
    • Oracle
  • Industry
    Banking & Insurance
    Biotech
    Construction
    Education
    Financial Services
    Healthcare
    Manufacturing
    Mining
    Public Sector
    Retail
    Telecom
    Utilities
  • Functions
    RISMA Systems: A Comprehensive Approach to Governance, Risk and Compliance
    Risma Systems
    ENTREPRENEUR VIEWSGDPR

    RISMA Systems was founded in 2014 by Lars Nybro Munksgaard, who initially developed a system that helped accountants and lawyers…

    9 Min Read
    Happiest Minds: A “Privacy by Design” approach is key to creating GDPR compliant businesses
    Happiest-Minds
    GDPR

    We are currently living in two different worlds – the digital world and the physical one. One day the twain…

    8 Min Read
    Gemserv: GDPR 2020 and Beyond
    Gemserv
    GDPR

    As a professional services business operating in a world driven by data and technology, Gemserv like many businesses,  finds itself…

    9 Min Read
    ECCENCA:GDPR IS STILL AN UNTAMED ANIMAL
    GDPR

    Enterprises often restrict their privacy management strategy to customer data only. Though it is the personal data of employees, spread…

    6 Min Read
    Boldon James: HOW ENTERPRISES CAN MITIGATE THE GROWING THREATS OF DATA
    GDPR

    As we fast approach the second anniversary of the implementation of GDPR, the impact it has had on businesses and…

    8 Min Read
    Check out more:
    • GDPR
  • Magazines
  • Entrepreneurs Views
  • Editor’s Bucket
  • Press Release
  • Micro Blog
Reading: What is Supervised Learning and Reinforced Learning
Share
The CEO Views
Aa
  • Home
  • Magazines
  • Enterpreneurs Views
  • Editor’s Bucket
  • Press Release
  • Micro Blog
Search
  • Home
  • Technology
    • Artificial Intelligence
    • Big Data
    • Block Chain
    • BYOD
    • Cloud
    • Cyber Security
    • Data Center
    • Digital Transformation
    • Enterprise Mobility
    • Enterprise Software
    • IOT
    • IT Services
  • Platforms
    • Google
    • HP
    • IBM
    • Oracle
  • Industry
    • Banking & Insurance
    • Biotech
    • Construction
    • Education
    • Financial Services
    • Healthcare
    • Manufacturing
    • Mining
    • Public Sector
    • Retail
    • Telecom
    • Utilities
  • Functions
    • GDPR
  • Magazines
  • Entrepreneurs View
  • Editor’s Bucket
  • Press Release
  • Micro Blog
Follow US
© 2022 Foxiz News Network. Ruby Design Company. All Rights Reserved.
The CEO Views > Blog > Technology > Artificial Intelligence > What is Supervised Learning and Reinforced Learning
Artificial Intelligence

What is Supervised Learning and Reinforced Learning

CEO
Last updated: 2020/08/27 at 8:52 AM
CEO
Share
supervised learning and reinforced learning
SHARE

An individual who begins machine learning often gets confused between supervised learning and reinforced learning. While Machine learning typically focuses on designing computer programs that can access data and use it to learn for them. Both supervised and reinforced models are used for several purposes. The former is a method used more often than reinforced learning as it is more comfortable, cheaper than the other. The latter also allows a learning agent to learn from the environment rather than being instructed on what to do.

In other words, supervised learning requires labeled data to be fed to ML algorithms, under the supervision of a supervisor, mapping from input to critical output. Reinforced learning, by contrast, will tell a computer whether it has made the right decision or the wrong decision. It’s all about developing a self-sustaining system that can strengthen itself across contiguous trial periods. It can fail depending on the combination of labeled data and incoming data interactions.

Examples of supervised learning include linear regression, k-nearest neighbors, logistic regression, decision trees, supporting vector machines, and random forests and neural networks. Examples of reinforced learning include Q-Learning, the temporal difference (TD), asynchronous actor-critical agents (A3C), and tree search (MCTS) in Monte-Carlo.

Supervised Learning

Tasks can be classified through regression and classification in supervised learning. Regression is the problem of estimating or predicting a continuous quantity. Classification is about assigning results in discrete categories instead of evaluating endless amounts. And in reinforced, the technique employed is called exploration or exploitation. First, the action takes place in this method, the results are observed, and then the next action is based on the outcome of the first action. Besides, developers use a framework for the machine to measure its output in the form of a reward signal in reinforcement learning. This can be either positive or negative. The continuation of a particular sequence of action is encouraged in a positive reward signal. On the other hand, the negative reward signal imposes a penalty for performing such tasks and promotes the alteration of the algorithm. It is done to avoid the risk of sanctions being imposed.

Reinforced Learning

Reinforced learning considers the whole problem of an objective-oriented issue explicitly. And also continuously engaging in discrete steps with an unpredictable and uncertain environment. This strategy is called Markov’s Decision. Furthermore, unlike labeled data in supervised learning, there is no need for predefined data too. Although supervised learning aims to generate formula based on input and output values, reinforced learning is learned through a series of actions. Supervised learning has weather prediction applications, forecasting costs, defining customer satisfaction levels, risk management, and others. And for gaming, healthcare, self-driving cars, and much more, reinforced learning is used.

CEO July 28, 2020
Share this Article
Facebook Twitter LinkedIn Email Copy Link
Previous Article Trends in Education Technology Transforming Trends in Education Technology Landscape
Next Article Avoid Mistakes in Digital Transformation Ways to Avoid Mistakes in Digital Transformation
Leave a comment

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Allan Sutherland, founder, CEO and President, In-telligent

In-telligent: Ensuring Better Informed Citizens during Critical Events

Critical events and other natural disasters taking place over the…

April 13, 2022
The Top Ten Approaches to Achieve Cloud Security
Cloud
The Top Ten Approaches to Achieve Cloud Security

The business and technology world is being revolutionized by cloud computing. In…

7 Min Read
gotomyerp
ENTREPRENEUR VIEWS
gotomyerp: Elevating businesses into the Cloud

gotomyerp is a team of hosting providers offering a cloud-based platform for…

7 Min Read
Robotic Process
Editor's Bucket
What is RPA?

The world as we can see is growing every day, not in…

3 Min Read
Press Release
Telefónica Tech Identifies The Cybersecurity Landscape Shifts Amidst Rising Threats With The Help Of Recent Stats

The ever-changing Disaster Recovery landscape is witnessing a significant transformation in recent…

3 Min Read

Eight Things You Need If You’re Going To Invest In Cryptocurrency

Cryptocurrencies like Bitcoin and Ethereum present…

September 29, 2023

Finding the Best Usenet Search Product: Your Ultimate Guide

In the vast realm of the…

September 29, 2023

What Is the Significance of Internet Safety Education in a Hyperconnected World?

Although we are born with smartphones…

September 29, 2023

Skybridge Americas: Revolutionizing Customer Service With Talent and IT Innovation

Investing in customer experience has proven…

September 18, 2023

You Might Also Like

AI in Business
Artificial Intelligence

Understanding the Capabilities of AI in Business

The business world is embarking on a new era. Businesses are using artificial intelligence (AI) to revolutionize their business strategies…

8 Min Read
Importance of AI in Success of Digital Transformation Strategy
Artificial IntelligenceDigital Transformation

Importance of AI in Success of Digital Transformation Strategy

Digital Transformation is a topic of survival. Consumers want interactions that are better and easier, and they won't hesitate. Your…

7 Min Read
Artificial Intelligence vs. Human Intelligence
Artificial Intelligence

Artificial Intelligence vs. Human Intelligence

AI has come quite a ways from being a part of science fiction to reality. Today, we have a host…

7 Min Read
What is Symbolic Artificial Intelligence
Artificial Intelligence

What is Symbolic Artificial Intelligence?

With every passing day, Artificial Intelligence is gaining popularity. Development is happening in this field, and there are no second…

4 Min Read
Small logos Small logos

© 2023 All rights reserved. The CEO Views

  • About Us
  • Privacy Policy
  • Advertise with us
  • Reprints and Permissions
  • Business Magazines
  • Contact
Reading: What is Supervised Learning and Reinforced Learning
Share

Removed from reading list

Undo
Welcome Back!

Sign in to your account

Lost your password?