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September 24, 2025Open Access

A Comprehensive Review of AI Agents: Transforming Possibilities in Technology and Beyond

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Authors

XQXiaodong QuGeorge Washington UniversityADAndrews DamoahJSJudith B. SherwoodMount Sinai Beth Israel

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Implication

This review examines the evolution of AI agents and highlights ethical concerns, suggesting improvements in cognition and planning.

Key Points

  • AI agents have evolved into versatile systems, capable of perception and reasoning in complex settings, enabling broader applications.
  • Key advancements include deep learning and reinforcement learning, which have significantly contributed to the capabilities of AI agents.
  • The review discusses architectural principles and components essential for developing advanced AI agents, focusing on cognition and interaction.
  • Ethical considerations and safety concerns associated with deploying AI agents in real-world applications are increasingly significant.

Cite This Study

Qu et al. (2025) studied this question.

synapsesocial.com/papers/68d6e1978b2b6861e4c40340https://doi.org/10.48550/arxiv.2508.11957
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