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Shreyanshu Ranjan

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Review Open access Aug 2026

From Language Models to Agentic AI: A Survey of Autonomous, Action-Enabled, and Collaborative LLM Agents

A unified, taxonomy-driven, and deployment-oriented survey of agentic AI systems, synthesizing recent advances through a modular reference architecture and a four-dimensional taxonomy that characterizes agents along the axes of autonomy, tool use, collaboration, and safety–governance is presented.

Sparsh Bajoria, Shreyanshu Ranjan, Adhitya M et al. · 0 citations