arXiv
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AI Agent Systems: Architectures, Applications, and Evaluation

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A 2026 survey that organizes AI agent systems into a unified taxonomy across deliberation and reasoning, planning and control, and tool calling and environment interaction. Covers agent components (LLM core, memory, world models, planners, tool routers, critics) and single- vs multi-agent orchestration patterns.

Tags

agentic AIfoundationsarchitectureevaluation

At a glance

Published

2026

Jurisdiction

Global

Category

Foundations

Access

Public access

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AI Agent Systems: Architectures, Applications, and Evaluation | VerifyWise AI Governance Library