PyBench: Evaluating LLM Agent on various real-world coding tasks

1 code implementation • 23 Jul 2024 • Yaolun Zhang, Yinxu Pan, Yudong Wang, Jie Cai

The LLM Agent, equipped with a code interpreter, is capable of automatically solving real-world coding tasks, such as data analysis and image editing.

Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games

no code implementations • 26 Mar 2024 • Yikuan Yan, Yaolun Zhang, Keman Huang

Integrating LLM and reinforcement learning (RL) agent effectively to achieve complementary performance is critical in high stake tasks like cybersecurity operations.

Reinforcement Learning (RL)