Right in the Right Way: LM Training with Verifiable Rewards and Human Demonstrations

Mehul Damani, Isha Puri, Idan Shenfeld +1

RL with verifiable rewards (RLVR) has emerged as a powerful paradigm for training LMs on tasks with well-defined success metrics, such as code generation and mathematical reasoning…