AI Agent Research Papers and Surveys

Clear reviews of the research shaping AI agents—from reasoning and tool use to self-evolution, evaluation, and safety.

1 agent research digest.

A self-evolving agents survey of eight key papers, explaining how AI agents improve models, harnesses, and artifacts through fe...

A self-evolving agents survey of eight key papers, explaining how AI agents improve models, harnesses, and artifacts through feedback and self-play.