When the environment of cooperative mobile robots becomes unknown,the path planning methods that need environment model will not adapt it.For reinforcement learning directly interacts with environment and needn't environment model or advanced knowledge,it is applied into cooperative mobile robots system and a reinforcement learning based conflict-free path planning method is presented in this article.The reinforcement function is accordingly designed into a behavior-based and model-free uneven funct...