Artificial Intelligence Archives

The role of behavior trees in robotics and AI Behavior trees can help design robots that are highly adaptive and reactive to their environment.

February 1, 2020 by Naveen Joshi

A behavior tree is a way to design the switching between multiple tasks in autonomous devices such as a robot. It consists of behaviors or nodes connected to each other…

Artificial Intelligence Technology

Recycling AI algorithms with transfer learning Algorithm developers are using transfer learning to reuse the experience gained by one algorithm as the starting point for building another one for performing related tasks.

January 31, 2020 by Naveen Joshi

Humans can transfer their knowledge across different tasks. For instance, if a person knows how to ride a bike, then he can easily transfer his knowledge to learn how to…

Artificial Intelligence Technology

Important factors to consider before implementing AR Before implementing AR to improve their workflows and processes, businesses should prepare and develop strategies to ensure that they can use it to its full potential.

January 30, 2020 by Naveen Joshi

Despite many myths surrounding AR technology, it has proved to be a game-changer for many businesses across all the industries and gained a lot of traction. And it is not…

Artificial Intelligence IOT

Why you should deploy AI models as microservices By deploying AI models as microservices, businesses can seamlessly add and remove services from an application without disrupting its other services.

January 28, 2020 by Naveen Joshi

Most applications that are developed have two major components, a database, and a server-side application. The server-side application carries out the tasks of processing server requests and providing an accurate…

Artificial Intelligence Technology

Explaining outputs of algorithms with the help of explainable AI Explainable AI will help us understand the decision-making process of AI algorithms by bringing in transparency and accountability into these systems.

January 27, 2020 by Naveen Joshi

AI is deeply penetrating our lives and is getting increasingly smart and autonomous with each passing day. The decisions made by these systems are being relied upon more than ever…

Artificial Intelligence Technology

Optimizing AI algorithms with gradient descent With the help of gradient descent algorithms, coders can reduce the cost function and increase the optimization of algorithms.

January 25, 2020 by Naveen Joshi

ML algorithms and deep learning neural networks work on a set of parameters like weights and biases, and a cost function that evaluates how good a set of parameters is….

Artificial Intelligence Technology

Machine learning can help you become the wolf of wall street Using machine learning for stock market predictions can help financial institutes better manage their clients’ portfolios and make informed decisions to maximize their profits.

January 24, 2020 by Naveen Joshi

The US stock market amounts to over USD 30 trillion. It is so massive that it accounts for about half of the global equity value. Hence, it provides ample opportunities…

Artificial Intelligence Technology