Risk-Sensitive RL for Alleviating Exploration Dilemmas in Large Language Models

Yuhua Jiang, Jiawei Huang, Yufeng Yuan +4

Reinforcement Learning with Verifiable Rewards (RLVR) has proven effective for enhancing Large Language Models (LLMs) on complex reasoning tasks. However, existing methods suffer f…