LLM-Agent-Paper-List

Why we included this project

Anyone diving into LLM-based agent research will find this paper list a practical starting point. It curates the references behind the widely cited survey 'The Rise and Potential of Large Language Model Based Agents' by Zhiheng Xi and colleagues, and organizes them around the survey's own framework: the internal components of an agent (brain, perception, action), the move from single to multi-agent and human-agent collaboration, and finally agent societies and open problems. That structure lets you browse by topic rather than digging through search results. The maintainers also keep it current, adding recent papers and linking to companion projects like the AgentGym training environment, so it tracks where the field is headed. For anyone scoping a thesis or trying to get a clear map of agent research, this repo saves a lot of time.