Where and What to Reward? Understanding Generalization Between Verifiable and Open-Ended Domains in Reinforcement Learning.

arXiv:2605.15464v2 Announce Type: replace-cross Abstract: Reinforcement learning with verifiable rewards (RLVR) is widely used to improve the reasoning capability of language models, since model-generated answers can be easily verified by a rule-based verifier