Mat-Pref: Verifiable-Reward Training Improves Compositional Reasoning in Inorganic Materials

Sarrah R. Mikhail Leung, Taehan Kim, Jeongbin Park

Reinforcement learning from verifiable rewards (RLVR) has driven rapid progress in mathematical and code reasoning, but when extended to science, existing benchmarks do not decompo…