With the advent of the era of artificial intelligence. deep reinforcement learning (DRL) has achieved unprecedented success in high-dimensional and large-scale artificial intelligence tasks. However. the insecurity and instability of the DRL algorithm have an important impact on its performance. https://vacuumdoctores.shop/product-category/backpack-vacuum-cleaner/