This repository aggregates academic papers on autonomous agents and LLM-based agent systems. Papers are organized chronologically and updated daily, covering topics such as agent frameworks, computer-use agents, embodied agents, and multi-agent systems. The collection serves as a research reference for practitioners and researchers in the autonomous AI agent space.