Schedule-and-Calibrate: Utility-Guided Multi-Task Reinforcement Learning for Code LLMs

Yujia Chen, Yang Ye, Xiao Chu +2

Reinforcement learning (RL) with verifiable rewards has proven effective at post-training LLMs for coding, yet deploying separate task-specific specialists incurs costs that scale…