S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement?

Jiajun Shi, Siyuan Tao, Yuhao Wu +18

Large language models (LLMs) increasingly interact with external environments and accumulate substantial behavioral experience, yet existing agent benchmarks largely evaluate them…