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The table below shows all optimizers that are available in mlr3torch:

Key Label
adagrad Adaptive Gradient algorithm
adam Adaptive Moment Estimation
adamw Decoupled Weight Decay Regularization
rmsprop Root Mean Square Propagation
sgd Stochastic Gradient Descent