Diversifying RLVR Rollouts via First-Token Exploration

Soeun Kim, Albert No

Reinforcement learning with verifiable rewards (RLVR) trains reasoning models without labeled trajectories, using groups of verifier-scored rollouts to explore alternative reasonin…