AI Agents: Unleashing the New Era of General Artificial Intelligence

Abstract

This paper explores the transformative role of AI agents in ushering in a new era of General Artificial Intelligence (AGI). Unlike traditional task-specific AI models, AI agents demonstrate autonomy, adaptability, and the ability to reason across diverse domains. We examine the core characteristics that distinguish AI agents, including goal-directed behavior, continuous learning, and decision-making in complex environments. The paper also discusses recent technological breakthroughs that enable the development of increasingly sophisticated agents, such as multimodal learning, reinforcement learning, and collaborative systems. By analyzing current challenges and future opportunities, we argue that AI agents are key to bridging the gap between narrow AI and AGI, potentially leading to more human-like cognitive capabilities and widespread societal impact.