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Welcome back to this series on reinforcement learning! In this video, we'll finally bring artificial neural networks into our discussion of reinforcement learning! Specifically, we'll be building on the concept of Q-learning we've discussed over the last few videos to introduce the concept of deep Q-learning and deep Q-networks (DQNs). This will move us into the world of deep reinforcement learning. Let's get to it!
Sources:
Reinforcement Learning: An Introduction, Second Edition by Richard S. Sutton and Andrew G. Bartow
incompleteideas.net/book/RLboo...
Playing Atari with Deep Reinforcement Learning by Deep Mind Technologies
www.cs.toronto.edu/~vmnih/doc...
TED Talk: • Artificial intelligenc...
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