To avoid crowd evacuation simulations depending on 2D environments and real data. we propose a framework for crowd evacuation modeling and simulation by applying deep reinforcement learning (DRL) and 3D physical environments (3DPEs). In 3DPEs. we construct simulation scenarios from the aspects of geometry. https://thebrickes.shop/product-category/diffuser/