Even if you are the only child, you should have the experience of grabbing toys and food with your cousins ​​as a child. It is really a good thing to think back now. Of course, if you grab something, you will lose and win. In addition, if you find it, you will better cope with the increase in the number of games and the understanding of the opponent's rules and routines. This is the innate ability of human beings to learn. . Inspired by the developers of Google and Carnegie Mellon University, a machine learning algorithm was applied to the robot , so that it would be like "Zhou Botong", "both and right", grabbing each other through two robotic arms. To improve the crawling stability, it is very interesting. The robot grabs a cylindrical object with one hand and grabs the other with one hand. Before the algorithm was loaded, basically the "aggressor" grabbed things very easily; after loading the algorithm and after a few trainings, the attacking robot actually failed, and the defender grabbed things more firmly. Prevent it from robbing. Not only that, but the arm that has been exercised can grasp the object more stably when working independently. This is the purpose of this algorithm. Lerrel Pinto, Ph.D., of the Carnegie Mellon University Robotics Institute, who is responsible for the project, said that this antagonistic algorithm helps robots achieve better self-learning and quickly adapt to new work environments and peers. This game-based insight algorithm uses deep learning techniques, and as time goes by, robots become smarter. It seems that robots and AI have learned a human skill. We only hope that they don't start researching human weaknesses one day and then start fighting humans. We adopt the advanced technology imported from Europe, patented technology, specialized software to optimize the design for33kV cast resin Dry Type Transformer. The core is made of cold-rolled grain-oriented silicon steel sheet which cut in step-lap by GEORG Germany TBA core cutting lines and laminated by the method of fifth-order step-by-step stacking technology, enabling the no-load performance of the core to improve greatly. The epoxy resin from American HUNTSMAN is adopted for the windings which casted in the vacuum resin casting machine imported from HEDRICH, Germany. The winding material ensures good permeability, no bubbles occur, which leads to minimum partial discharge. The HV and LV winding mate with each other tightly, which ensures solid strength of structure and capability to withstand short circuit and vibration. Under normal service condition, the service life of dry type transformer is 30 years. No crack will form on the surface of transformer winding due to temperature variation as long as the transformer runs under normal service condition. Earthing Transformer,33Kv Dry Type Transformer,33Kv Transformer,33Kv Cast-Resin Transformer Hangzhou Qiantang River Electric Group Co., Ltd.(QRE) , https://www.qretransformer.com