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AI Agents
Agent Overview
AI Agents Overview
History of AI Agents
Agent Taxonomy
Key Conferences & Papers
Agent Milestones
Cognitive Architectures
Planning & Reasoning
Memory Systems
Tool Use & Environment Interaction
Multi-Agent Systems
Virtual Embodied Agents
Agent Development Frameworks
Agent Applications
Evaluation & Benchmarks
Deployment & Operations
Industry Ecosystem
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Table of Contents
Overview
Taxonomy Overview
1. Russell & Norvig's Classic Taxonomy
1.1 Simple Reflex Agent
1.2 Model-Based Reflex Agent
1.3 Goal-Based Agent
1.4 Utility-Based Agent
2. Wooldridge's Agency Classification
2.1 Weak Agency
2.2 Strong Agency
3. Architecture Classification: Reactive vs. Deliberative vs. Hybrid
3.1 Reactive Agent
3.2 Deliberative Agent
3.3 Hybrid Agent
4. Agent Classification in the LLM Era
4.1 Classification by Interaction Mode
4.2 Classification by Capability Dimensions
4.3 Classification by Autonomy Level
5. Multi-Dimensional Comprehensive Classification Framework
Summary
References
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