ASTOR: Multi-Task Code Reinforcement Learning via Utility-Driven Coordination.

arXiv:2605.06111v2 Announce Type: replace-cross Abstract: 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 with the number of tas