Enhancing LLM Agents for Code Generation with Possibility and Pass-rate Prioritized Experience Replay

Yuyang Chen, Kaiyan Zhao, Yiming Wang +3

Nowadays transformer-based Large Language Models (LLM) for code generation tasks usually apply sampling and filtering pipelines. Due to the sparse reward problem in code generation…