Autonomous AI Agents: Architecture, Memory, and Skill Learning
The world of artificial intelligence is rapidly moving beyond simple chatbots to sophisticated autonomous AI agents. These intelligent systems don't just respond; they perceive, reason, plan, and act independently to achieve complex goals. Understanding what are autonomous AI agents and how they learn skills over time, including their architecture, persistent memory, and skill-building mechanisms, is crucial for anyone looking to harness their transformative power. This article dives deep into the core concepts, practical applications, and the frameworks driving this agentic revolution.
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