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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
1. Core Academic Conferences
1.1 Agent-Specific Conferences
1.2 Deep Learning and NLP Conferences
1.3 Robotics and Embodied Intelligence Conferences
1.4 Important Workshops
2. Foundational Papers
2.1 Blog Posts and Surveys (Informal but Highly Influential)
2.2 Reasoning and Chain-of-Thought
2.3 Action and Tool Use
2.4 Reflection and Self-Improvement
2.5 Agent Systems and Architectures
2.6 Evaluation and Benchmarks
3. Classic Textbooks
4. Paper Reading Roadmap
Beginner Level (Recommended in Order)
Intermediate Level
Advanced Level
5. Key Research Teams
References
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