Global Journal of Computer Science and Technology, D: Neural & Artificial Intelligence, Volume 23 Issue 2

measurement, is a simple illustration. Hamiltonians, quantum phase transitions, and the automatic creation of new quantum experiments are further exa- Classicalassical machine learning is advantageous in areas like quantum information theory, the development of quantum technologies, and the design of computational materials because it is efficient at processing sizable amounts of experimental or calculates order to characterize an unknown quantum sFor instance, item. It can be utilized, in this instance, as a tool to directly solve the Schrödinger equation using a variational approach or to interpolate already determined interatomic potentials. Based on an undisclosed methodology inspired by research on visual cognition in infants, a deep learning system was reported to learn intuitive physics from visual data (virtual 3D settings). Other researchers have created a machine learning algorithm that can identify sets of fundamental variables of different physical systems and forecast the dynamics of those systems based on video recordings of those systems in action. Such techniques might one day be utilized to automate the identification of physical laws in intricate systems. 31. Online and Telephone Customer Service: An automated online assistant working as a website's customer support representative Automated online assistants, or avatars, on websites, are powered by AI. Costs for operations and training might be decreased. For their mobile application, Pypestream automates customer service to streamline customer interactions. Google has a tool that analyses language and turns spoken words into text. The platform can recognize irate users and respond appropriately by analyzing their verbal cues. Amazon uses a chatbot for customer assistance that can verify the progress of an order, cancel it, issue a refund, and put the consumer in touch with a live agent. 32. Hospitality: AI is utilized in the hotel sector to automate tedious processes, identify patterns, engage with visitors, and anticipate their requirements. A chatbot, applications, virtual voice assistants, and service robots are some ways artificial intelligence is used in hotels. 33. Image Restoration: Artificial intelligence (AI) applications analyze user-generated material, TV shows, movies, and commercials. Computer vision is frequently used to find solutions. Examples of such cases include the analysis of photographs employing techniques for face or object recognition or the analysis of videos for scene, object, or face recognition. Media search, the development of descriptive keywords for content, content policy monitoring (such as determining the appropriateness of content for a specific TV viewing time), speech-to-text for archival or other purposes, and the identification of logos, products, or famous faces for ad placement can all be made easier with AI-based media analysis. 34. Video games: AI is frequently employed in video games to create behavior in non-player characters (NPCs), and AI is also utilized for pathfinding. Some researchers see NPC AI in video games as a "solved problem" for most production jobs. Games using less usual AI include Left 4 Dead's (2008) AI director and Supreme Commander 2's (2010) neuroevolutionary platoon training. In Alien Isolation (2014), AI is employed to direct the Alien's subsequent activities. For the Xbox 360 and Xbox One, Kinect offers a 3D body-motion interface using algorithms developed through AI research. 35. Art: Visual art has been created using AI. In order to be able to code the act of painting, Harold Cohen created the first AI art program, dubbed AARON, in 1968. It began by producing basic black-and-white sketches before moving on to painting with unique paints and brushes that were selected by the program without Cohen's involvement. 36. Energy System: Power electronics converters are used in high-voltage direct current transmission, electric cars, energy storage, and renewable energy. These converters are prone to failure, which can cause service interruptions, expensive maintenance, or catastrophic results in applications that depend on them. AI can direct the design process for dependable power electronics converters by determining the precise design parameters that guarantee the requisite lifetime. Machine learning can estimate and schedule energy usage, for example, to help manage the intermittent nature of renewable energy sources. 37. Telecommunications: Heuristic search is a standard tool telecom companies use to manage their workforces. Heuristic search, for instance, was implemented by BT Group in an application that schedules 20,000 engineers. Additionally, voice- controlled devices and speech recognition (SR)-related video transcription is done using machine learning. 38. Manufacturing Sensors: Artificial intelligence has been combined with digital spectrometry by IdeaCuria Inc. to enable applications such as at-home water quality monitoring. 39. Toys and Games: The Internet, the first widely available robot, Furby, Tamagotchis, and Giga Pets, were controlled by early AI in the 1990s. Aibo was a home robot that resembled a robotic dog and had autonomy and intelligence built in. A variety of AI- enabled toys were developed by Mattel that can "understand" conversations, respond intelligently, and learn. © 2023 Global Journals Global Journal of Computer Science and Technology Volume XXIII Issue II Version I 26 ( ) Year 2023 D Journey of Artificial Intelligence Frontier: A Comprehensive Overview