Found 377 Articles for Artificial Intelligence

We previously understood how Q-learning works, with the help of Q-value and Q-table. Q-learning is a type of reinforcement learning algorithm that contains an ‘agent’ that takes actions required to reach the optimal solution. This is achieved with the help of Q-table that is present as a neural network. It helps take the right step that maximizes the reward, thereby reaching the optimal solution.Now, let us see how the agent uses the policy to decide on the next step that it needs to take to achieve optimum results.The policy considers the Q-values of all possible actions that could be taken, ... Read More

Q-learning is a type of reinforcement learning algorithm that contains an ‘agent’ that takes actions required to reach the optimal solution.Reinforcement learning is a part of the ‘semi-supervised’ machine learning algorithms. When an input dataset is provided to a reinforcement learning algorithm, it learns from such a dataset, otherwise it learns from its experiences and surroundings.When the ‘reinforcement agent’ performs an action, it is awarded or punished (awards and punishments are different, as they depend on the data available in hand) based on whether it predicted correctly (or took the right path or took a path that was least expensive).If ... Read More

AIAI or Artificial Intelligence is a science which deals with making machine intelligence. It utilizes image processing, cognitive science, neural systems, machine learning etc. AI enables machines to behave in a similar manner as human behaves in varying situations.Expert SystemExpert System is an application using AI to build a knowledge base and use that knowledge base to solve such problems where human experts are needed to solve the problem. An expert system can advise users on the problem and can provide an explanation of the solution which is required for the users.Following are some of the important differences between AI ... Read More

Both AI (Artificial Intelligence) and Soft Computing use data driven, flexible and nonsystematic tools to solve the problems. The most basic difference between AI and soft computer is that the AI is used to develop intelligent systems, whereas soft computing is used to solve real problems. In this article, we will discuss the important differences between AI and Soft Computing. But before that, let's start with some basics so that it becomes easier to understand the differences between them. What is AI? AI or Artificial Intelligence is a science which deals with making machine intelligence. According to John ... Read More

Facial RecognitionFacial recognition is a technique in which a person is identified using his/her face. The system captures the facial expression details, analyzes and compares with an existing database of known faces to find a match. The face detection process helps to locate people in images and videos.Face IDFace ID is an advanced face recognition technology first unveiled in iPhone X. Face ID is very reliable and advanced biometric technology used in iPhones.The following are some of the important differences between Facial Recognition and Face ID.Sr. No.KeyFacial RecognitionFace ID1DefinitionFacial Recognition is a software application that is capable of verifying a ... Read More

How often your friends and family members call you to share their photos you have photographed on your mobile in a barbecue party or family function? Many times, isn’t it? It is quite common that in our busy schedule we often forget to share the photos with them. We keep delaying the things just to avoid the time and efforts required to choose the photos of theirs and then sharing with them. And due to that, we used to hear a lot of flak from all the corners, especially from the persons in the photos.Sometimes, you share the snaps in ... Read More

Artificial Intelligence, Machine Learning, Automation are the few latest buzz words in the information technology sector. Certain technology or topic will remain as hot topic for a long period of time without any reason. These are one among that. And there is a fashion among the organizations to use certain technology in their organization, since their competitor is using the same. Few technologies become boom because of these pseudo competition among the organization. Although AI helps human engineers to solve the problems, at times I feel AI should be kept away from the scene. Of course, in certain cases AI ... Read More

Imagine standing in front of the entrance door to your office and see your face flash up on a large screen. If the screen identifies you, it opens the doors; if it doesn’t the doors don’t open. Your face is your digital ID. It allows you to enter your office and authenticate your identity in a hoard of other places. Sounds uncanny, but is undeniably remarkable! This not so old technology is on its way to becoming ubiquitous.Enter the world of face detection and recognition systems…recognizing the face from all angles, with even more accuracy than a person can. Using ... Read More

Do you want to change your phone because of some features which you don’t like at all? And for that reason, are you thinking to buy a new one? That happens, though you love your phone the most still there are few things which you don’t like at all. There are some unnecessary features pointlessly cluttering your lives. You may want to get rid of them but you are helpless as they are inbuilt features, thus cannot be simply removed, isn’t it?.You are not alone, many people feel the same. Even the creator of Android also thinks that the current ... Read More

Conversations are a part of our lives. But can computers converse too? Well, over the last few decades computers and humans have begun to interact with each other through speech recognition and speech synthesis technology. Known as ‘Conversational Interfaces (CIs)’, we’ll take a look at how these evolved, the types and the latest ones doing the rounds today.BackgroundHumans and computers first interacted with each other via the ‘terminal interface.’ They used the command line or DOS prompt. But due to lack of knowledge of the syntax, it did not develop as the mainstream language. Next came the ‘Graphical User Interface’ ... Read More