OPE: Overcoming Information Saturation in Parallel Thinking via Outline-Guided Path Exploration

Qi Guo, Jianing Wang, Deyang Kong +7

Parallel thinking has emerged as a new paradigm for large reasoning models (LRMs) in tackling complex problems. Recent methods leverage Reinforcement Learning (RL) to enhance paral…