What Can You Do When You Have Zero Rewards During RL?

Jatin Prakash, Anirudh Buvanesh

Reinforcement learning (RL) with outcome-based rewards has proven effective for improving large language models (LLMs) on complex reasoning tasks. However, its success often depend…