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**Key Application Scenarios of Industrial Robots in the Furniture Manufacturing Industry** In the furniture manufacturing process, efficient logistics management and timely supply of raw materials are crucial. Given the large quantities of materials such as wood and metal sheets that need to be tra
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Types of Industrial Robots in Furniture Manufacturing With the rapid development of information technology and robotics, the furniture manufacturing industry has gradually entered a new era of intelligent production. As a key enabler of smart manufacturing, industrial robots are bringing profound t
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In reinforcement learning models, algorithms can be categorized into value-based and policy-based methods depending on whether the learning and updating processes follow the same policy.Value-based methods are effective for solving problems in low-dimensional spaces. These approaches, such as Q-lear
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Application Requirements of Deep Reinforcement Learning Algorithms in Industrial RobotsWith the rapid development of intelligent manufacturing, the application demands for industrial robots in this field are growing increasingly, particularly in complex and dynamic manufacturing tasks where traditio
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