Reward function engineering is the process of designing and adjusting the rules that guide how an artificial intelligence or robot receives feedback for its actions. The reward function tells the AI what is considered good or bad behaviour, shaping its decision-making to achieve specific goals. Careful design is important because a poorly defined reward function…
Category: Artificial Intelligence
Deep Deterministic Policy Gradient
Deep Deterministic Policy Gradient (DDPG) is a machine learning algorithm used for teaching computers how to make decisions in environments where actions are continuous, such as steering a car or controlling a robot arm. It combines two approaches: learning a policy to choose actions and learning a value function to judge how good those actions…
Ad Serving
Ad serving is the process of delivering digital advertisements to websites, apps, or other online platforms. It involves selecting which ads to show, displaying them to users, and tracking their performance. Ad serving uses technology to ensure the right ads reach the right people at the right time, often using data about users and their…
Translation Management
Translation management is the process of organising and controlling the translation of content from one language to another. It involves planning, tracking, and coordinating tasks to ensure that translated materials are accurate, consistent, and delivered on time. This approach often uses specialised software and workflows to handle multiple languages and contributors efficiently.
Voice Broadcasting
Voice broadcasting is a technology that allows pre-recorded voice messages to be sent automatically to many phone numbers at once. It is often used by businesses, organisations, and government agencies to communicate quickly with a large group of people. This method saves time compared to making individual calls and ensures that the message is delivered…
Fraud Detection
Fraud detection is the process of identifying activities that are intended to deceive or cheat, especially for financial gain. It involves monitoring transactions, behaviours, or data to spot signs of suspicious or unauthorised actions. By catching fraudulent actions early, organisations can prevent losses and protect customers.
Machine Learning Platform
A machine learning platform is a set of software tools and services that help people build, train, test, and deploy machine learning models. It usually provides features like data processing, model building, training on different computers, and managing models after they are built. These platforms are designed to make machine learning easier and faster, even…
AI Analytics
AI analytics refers to the use of artificial intelligence techniques to analyse data and generate insights. It automates the process of detecting patterns, trends, and relationships within large sets of information. This helps businesses and organisations make decisions more quickly and accurately by providing deeper understanding from their data.
AI Writing Assistant
An AI writing assistant is a software tool that uses artificial intelligence to help people write more effectively and efficiently. It can suggest improvements, check grammar and spelling, and even generate content based on prompts or ideas. These assistants are used for tasks like writing emails, reports, articles, or creative stories, and often integrate with…
Chatbot Software
Chatbot software is a computer program designed to simulate conversation with human users, usually through text or voice interactions. It uses rules or artificial intelligence to understand questions and provide responses. Chatbots are often used to automate customer service, provide information, or assist with simple tasks.