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ai-agent-papers-guide

Curated 2024-2026 AI agent research papers collection

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# AI Agent Papers Guide (2024-2026)

## Overview

A focused collection of AI agent research papers from 2024-2026, tracking the latest developments in LLM-based agent systems. Unlike broader collections, this focuses on recent breakthroughs — new architectures, benchmarks, multi-agent coordination, and real-world applications. Updated frequently as the field evolves rapidly.

## Paper Categories

```
Recent AI Agent Research
├── Agent Architectures
│   ├── Planning (o1-style reasoning, search-augmented)
│   ├── Memory (long-term, episodic, working)
│   └── Tool use (function calling, code execution)