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Chapter 8: Neural Networks and Deep Learning

Chapter 8: Neural Networks and Deep Learning

pp. 327-374

Authors

, University of British Columbia, Vancouver, , University of British Columbia, Vancouver
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Summary

The previous chapter assumed that the input were features; you might wonder where the features come from. The inputs to real-world agents are diverse, including pixels from cameras, sound waves from microphones, or character sequences from web requests. Using these directly as inputs to the methods from the previous chapter often does not work well; useful features need to be created from the raw inputs.

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