The Rise and Potential of Large Language Model Based Agents: A Survey 🔥 Must-read papers for LLM-based agents. 🏃 Coming soon: Add one-sentence intro to each paper. 🔔 News 🎉 [2025-09-10] Note！You can develop your custom environment to AgentGym and perform RL on it! The tutorial is here. 🍺 [2025-09-10] New paper is released on arXiv: AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning.
| Stars | 8,067 |
| Forks | 493 |
| Category | AI 工具 |
| Quality Score | 39.7/100 |
| Open Issues | 20 |
| Last Updated | 2025-09-12 |
| Created | 2023-09-12 |
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LLM-Agent-Paper-List is The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.. It is categorized as a AI 工具 with 8.1k GitHub stars.
You can find installation instructions and usage details in the LLM-Agent-Paper-List GitHub repository at github.com/WooooDyy/LLM-Agent-Paper-List. The project has 8.1k stars and 493 forks, indicating an active community.