INTELLIGENT AGENTS AND THEIR ROLE

Аннотация

В статье говорится, что интеллектуальные агенты, которые используются во многих областях, включая робототехнику, медицину, финансы, транспорт и электронную коммерцию, как правило, способны к самообучению и усвоению новых знаний, что повышает их эффективность и адаптивность. В статье рассматриваются основные типы, технологические основы, области применения и будущее интеллектуальных агентов. Ключевые слова: Интеллектуальные агенты, принятие решений, искусственный интеллект, алгоритмы, робототехника, медицина, финансы, транспорт и электронная коммерция, новые знания, обработка естественного языка, машинное обучение, оптимизация. технологические основы. Intelligent agents are complex systems that are automated and capable of interacting with their environment and making decisions to achieve their goals. These agents are typically used to solve complex problems, analyze data, and optimize processes using artificial intelligence and machine learning technologies. Intelligent Выпуск журнала №-26 Часть–6_ Май –2025 65 MODERN EDUCATION AND DEVELOPMENT agents play a significant role not only in scientific research but also in our daily lives. They are used in automated systems, virtual assistants, robotics, and many other areas. Intelligent agents have several key characteristics: Self-awareness: Intelligent agents are aware of their own state and their interactions with their environment. This feature allows them to adapt to changing conditions. Decision-making: Agents analyze data and choose the most optimal path to achieve their goals. This process is based on artificial intelligence algorithms and machine learning techniques. Learning ability: Intelligent agents have the ability to learn new knowledge based on their experience and apply it in future decision-making. Multi-agent systems: Several agents can work together. This is used to create multi-agent systems, where agents communicate with each other and solve complex problems together. The use of intelligent agents is widespread in various fields. Some of the main areas are listed below: Robotics: Robots interact with their environment and use intelligent agents to perform tasks. For example, robots in the manufacturing process, automatic walking systems, and robots that perform frequently repeated tasks. Virtual assistants and chatbots: Intelligent agents such as Siri, Alexa, and Google Assistant provide various services to users. These systems use natural language processing (NLP) technologies to establish natural and effective communication with humans. Healthcare: Intelligent agents also play an important role in medicine. For example, diagnostic systems and artificial intelligence systems used to develop medical recommendations. These systems help solve medical problems by analyzing databases. Finance and banking: In the financial sector, intelligent agents perform tasks such as analyzing credit applications, assessing financial risks, and monitoring transactions. These systems speed up and ensure the security of banking services. Выпуск журнала №-26 Часть–6_ Май –2025 66 MODERN EDUCATION AND DEVELOPMENT Transportation and automation: Intelligent agents are used in transportation systems, especially self-driving cars. They analyze the environment and ensure safe and efficient movement. Along with the development of intelligent agents, their ethical problems are also emerging. Special ethical rules need to be developed so that agents do not harm human interests in the decision-making process. For example, in the development of self-driving cars, it is important to ensure their safety, honest and fair operation of control systems. Also, security issues related to the storage and use of personal data of intelligent agents require great attention. Intelligent agents play an important role in the development of modern technologies. They are effectively used not only in scientific research, but also in everyday life. Their high-level learning and decision-making abilities make it possible to implement innovations in various fields. However, with the development of intelligent agents, it is necessary to pay special attention to ethical and security issues. They help to learn more deeply and discover new opportunities in every area of human life and activity. Intelligent agents are systems created by the development of artificial intelligence, which play an important role not only in implementing the technological revolution, but also in improving our daily lives. Their abilities such as decision- making, learning, and adaptation help to implement innovations in various fields. However, the ethical and security aspects of these systems must always be taken into account, as they can create new problems for people and societies.