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Graph of Deep reinforcement learning
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Convolutional neural networks
Deep learning
Deep reinforcement learning
Reinforcement learning
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Convolutional neural networks
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Deep reinforcement learning
applied in
The pixel-input DQN example uses a convolutional network to process visual states; not all deep reinforcement learning requires convolution.
Deep learning
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Deep reinforcement learning
applied in
Methods such as DQN apply deep representations to action-value estimation, combining perceptual learning with reward-driven decision-making.
Deep reinforcement learning
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Reinforcement learning
specializes
Deep reinforcement learning uses deep function approximation for value or policy learning and is a class of reinforcement learning methods.