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- English (Publication Language)
- 270 Pages - 06/23/2019 (Publication Date) - BAAE Publishing (Publisher)
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FAQ:
Q: How does deep Q learning work?
A: In deep Q learning, we utilize a neural network to approximate the Q value function. The network receives the state as an input (whether is the frame of the current state or a single value) and outputs the Q values for all possible actions. The biggest output is our next action.
Q: What are the best books on machine learning and deep learning?
A: Here it is — the list of the best machine learning & deep learning books for 2019. What’s new in 2023?! Here’s the list updated for 2023. Learning From Data by Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Hsuan-Tien Lin. The Book of Why by Judea Pearl, Dana Mackenzie.
Q: Where can I get a good book on neural networks?
A: Where you can get it: You can read it for free. Supplement: You can find the companion code on Github. Categories: Machine Learning, Deep Learning. Neural Networks and Deep Learning is THE free online book. Period. Neural networks are one of the most beautiful programming paradigms ever invented.
Q: Can deep Q networks be used for robotics control problems?
A: DQN rewards for Pong. One major drawback of Deep Q Networks is that they can only handle low-dimensional, discrete action spaces. This makes DQN unsuitable for robotics control problems where the action space is often both high-dimensional and continuous. Consider for a moment a standard 7 degree of freedom robot manipulator.
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