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AI Agents
AI Agents Overview
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Agent Taxonomy
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Table of Contents
OverviewTaxonomy Overview1. Russell & Norvig's Classic Taxonomy1.1 Simple Reflex Agent1.2 Model-Based Reflex Agent1.3 Goal-Based Agent1.4 Utility-Based Agent2. Wooldridge's Agency Classification2.1 Weak Agency2.2 Strong Agency3. Architecture Classification: Reactive vs. Deliberative vs. Hybrid3.1 Reactive Agent3.2 Deliberative Agent3.3 Hybrid Agent4. Agent Classification in the LLM Era4.1 Classification by Interaction Mode4.2 Classification by Capability Dimensions4.3 Classification by Autonomy Level5. Multi-Dimensional Comprehensive Classification FrameworkSummaryReferences

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