COBALT: Contextual Bandit Learning with Offline Trajectories for Multi-Turn Code Generation

Ziru Chen, Dongdong Chen, Ruinan Jin +3

Training large language models (LLMs) for multi-turn code generation typically relies on online reinforcement learning (RL), in which models learn from repeatedly generated online…