Questions tagged [iid]

For questions about the concept of independent and identically distributed (often shortened as i.i.d., iid or IID) random variables (or samples) and assumption, which is often made in statistics and machine learning.

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Why exactly do neural networks require i.i.d. data?

In reinforcement learning, successive states (actions and rewards) can be correlated. An experience replay buffer was used, in the DQN architecture, to avoid training the neural network (NN), which ...