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Figure 10. Main DL architectures. (A) Schematic diagram of RBMs; (B) schematic diagram of AEs; (C) schematic diagram of DBNs; (D)
conceptual structure of CNNs. RBMs: restricted Boltzmann machines; DBNs: deep belief networks; AE: autoencoder; CNNs:
convolutional neural networks.
methods rather than value function-based approaches. Such design decisions are in stark contrast to maybe
the majority of early ML research. The papers that follow will discuss several approaches to incorporating