Neural Network/Mind Render AI Drill(Free)
Mobile Internet Technology Co., LTD.
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This asset enables you to train a neural network using an inverted pendulum example.With this asset, you can train a neural network using the inverted pendulum example.The inverted pendulum problem involves keeping a rod upright on a cart by properly controlling the cart, and it is often used as a benchmark problem for evaluating the performance of control algorithms.You can experiment with how changing various settings, such as the number of layers in the neural network, affects the learning process.The asset includes a foundational explanation of AI (documents), program development, and a simulation environment. The documents describe the following:[Introduction]This document explains the prerequisites required to use Mind Render AI Drill.Install Unity HubInstall UnitySign in to UnityAdd a projectInstall Visual Studio CodeEdit the program[Neural Network]Using an inverted pendulum as an example, his document explains how to train a neural network using backpropagation and gradient descent.Brief Review of Neural NetworksGradient DescentProblem SettingOverview of the ProgramCode DescriptionsTraining ResultOptional ExercisesAppendix A. Universal Approximation TheoremAppendix B. Backpropagation




