PACR: Progressively Ascending Confidence Reward for LLM Reasoning

Eunseop Yoon, Hee Suk Yoon, Jaehyun Jang +5

Reinforcement Learning with Verifiable Rewards (RLVR) has significantly improved LLM reasoning, but its sparse, outcome-based reward provides no guidance for intermediate steps, sl…