The generation of low-energy 3D structures of metal clusters depends on the efficiency of the search algorithm and the accuracy of inter-atomic interaction description. In this work. we formulate the search algorithm as a reinforcement learning (RL) problem. Concisely. https://atome3des.shop/product-category/accessoires-aesub/