ExpThink: Experience-Guided Reinforcement Learning for Adaptive Chain-of-Thought Compression

Tingcheng Bian, Yuzhe Zhang, Jing Jin +5

Large reasoning models (LRMs) achieve strong performance via extended chain-of-thought (CoT) reasoning, yet suffer from excessive token consumption and high inference latency. Exis…