Collective Monte Carlo Tree Search (CoMCTS): A New Learning-to-Reason Method for Multimodal Large Language Models

Multimodal large language models (MLLMs) often struggle with complex tasks due to their lack of structured reasoning processes. Traditional methods like Chain-of-Thought and Monte Carlo Tree Search (MCTS) are either inflexible or slow. Researchers proposed CoMCTS, a framework combining multiple pre-trained models to improve Show more