Artificial Intelligence Agent

Artificial intelligence (AI) agents are software entities designed to autonomously perform tasks and make decisions based on defined objectives and data. Current research emphasizes enhancing agent capabilities through integration with large language models (LLMs), employing reinforcement learning (RL) for adaptive behavior, and exploring diverse model architectures like convolutional neural networks (CNNs) and support vector machines (SVMs) for specific tasks such as interaction classification. This field is crucial for advancing AI safety, improving human-computer interaction, and enabling applications across diverse domains, from cybersecurity to scientific research and even game playing. A key challenge lies in ensuring agent reliability, safety, and alignment with human values.