WooooDyy/LLM-Agent-Paper-List
A curated collection of research papers on LLM-based agents based on a comprehensive survey by Xi et al.

This repository hosts a paper list companion to the survey ‘The Rise and Potential of Large Language Model Based Agents.’ It catalogs key research papers on autonomous agents built with LLMs, covering topics like agent frameworks, reinforcement learning for agents, multi-turn decision making, and agent evaluation. The README also references related projects including AgentGym and AgentGym-RL for developing and training LLM-based agents across diverse interactive environments.
Frequently asked
- What is WooooDyy/LLM-Agent-Paper-List?
- A curated collection of research papers on LLM-based agents based on a comprehensive survey by Xi et al.
- Is LLM-Agent-Paper-List open source?
- Yes — WooooDyy/LLM-Agent-Paper-List is an open-source project tracked on heatdrop.
- How popular is LLM-Agent-Paper-List?
- WooooDyy/LLM-Agent-Paper-List has 8.2k stars on GitHub.
- Where can I find LLM-Agent-Paper-List?
- WooooDyy/LLM-Agent-Paper-List is on GitHub at https://github.com/WooooDyy/LLM-Agent-Paper-List.