The 2D soccer simulation league is one of the best test beds for the research of artificial intelligence (AI). It has achieved great successes in the domain of multi-agent cooperation and machine learning. However. the problem of integral offensive strategy has not been solved because of the dynamic and unpredictable nature of the environment. https://excellentphoto.shop/product-category/flashlight/