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autonomous-agents-papers-guide
Daily-updated collection of autonomous AI agent papers
skills/domains/ai-ml/autonomous-agents-papers-guide/SKILL.md
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# Autonomous Agents Papers Guide
## Overview
A daily-updated collection of research papers on autonomous AI agents — systems that use LLMs for planning, reasoning, tool use, and multi-step task execution. Covers the full agent stack from foundational prompting techniques (ReAct, Chain-of-Thought) to multi-agent systems, memory architectures, and real-world deployments. Organized chronologically with category tags for easy navigation.
## Agent Taxonomy
```
Autonomous Agents
├── Planning & Reasoning
│ ├── Chain-of-Thought (CoT, ToT, GoT)
│ ├── ReAct (Reasoning + Acting)
│ ├── Reflexion (Self-reflection)