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Deep Reinforcement Learning

Implementation of two early-stage DRL models.

DQN

DQN [1] to teach PC the Pong game.

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Attention model

Early-stage attention model [2].

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[1] Mnih, Volodymyr, et al. "Human-level control through deep reinforcement learning." Nature 518.7540 (2015): 529.

[2] Mnih, Volodymyr, Nicolas Heess, and Alex Graves. "Recurrent models of visual attention." Advances in neural information processing systems. 2014.

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