本文整理了一份 AI Agent 与大模型领域的经典论文清单，涵盖多个核心方向，可作为研究参考。
更有趣的 AI Agent
- Generative Agents: Interactive Simulacra of Human Behavior https://arxiv.org/abs/2304.03442
- RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models https://arxiv.org/abs/2310.00746
- Role play with large language models https://www.nature.com/articles/s41586-023-06647-8
- Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf https://arxiv.org/abs/2309.04658
- MemGPT: Towards LLMs as Operating Systems https://arxiv.org/abs/2310.08560
- Augmenting Language Models with Long-Term Memory https://arxiv.org/abs/2306.07174
- Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models https://arxiv.org/pdf/2307.16180.pdf
更有用的 AI Agent
- The Rise and Potential of Large Language Model Based Agents: A Survey https://arxiv.org/abs/2309.07864
- MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework https://arxiv.org/abs/2308.00352
- Communicative Agents for Software Development https://arxiv.org/pdf/2307.07924.pdf
- Large Language Models Can Self-Improve https://arxiv.org/abs/2210.11610
- Evaluating Human-Language Model Interaction https://arxiv.org/abs/2212.09746
- Large Language Models can Learn Rules https://arxiv.org/abs/2310.07064
