Local Conflict, Targeted Repair: A Perturbation Analysis of Multi-Domain RL

Lei Yang, Siyu Ding, Deyi Xiong

Reinforcement learning (RL) post-training improves large language models on individual domains but can degrade previously acquired capabilities. We study this interference in mathe…