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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
Development Timeline
1. Theoretical Foundations (1950-1966)
1.1 The Turing Test (1950)
1.2 The Dartmouth Conference (1956)
1.3 ELIZA (1966)
2. The Peak of Symbolic AI (1969-1990)
2.1 Shakey (1969)
2.2 SHRDLU (1971)
2.3 The Expert System Era (1970s-1980s)
2.4 The BDI Model (1987)
2.5 Brooks' Subsumption Architecture (1986)
3. The Multi-Agent and Internet Era (1994-2010)
3.1 Softbots (1994)
3.2 Agent Communication Languages (1995-2002)
3.3 The AAMAS Conference (2002)
4. The Deep Learning and Voice Assistant Era (2011-2020)
4.1 Siri (2011)
4.2 AlphaGo (2016)
4.3 Transformer (2017)
5. The LLM Agent Era (2022-2025)
5.1 ChatGPT (2022)
5.2 AutoGPT and BabyAGI (March 2023)
5.3 GPT-4 Function Calling (June 2023)
5.4 Claude Code (2024)
5.5 OpenAI Operator (January 2025)
Core Threads of Technological Evolution
Key Observations
References
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