Reinforcement Learning for Stock Prediction

Siraj Raval
Siraj Raval
110.9 هزار بار بازدید - 6 سال پیش - Can we actually predict the
Can we actually predict the price of Google stock based on a dataset of price history? I’ll answer that question by building a Python demo that uses an underutilized technique in financial market prediction, reinforcement learning. The specific technique we'll use in this video is a subset of RL called Q learning. Using a combination of code, animations, and theory i'll explain how we can let our AI learn a policy for when to buy and sell google stock to maximize profit.

Code for this video:
https://github.com/llSourcell/Reinfor...

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This video is apart of my Machine Learning Journey course:
https://github.com/llSourcell/Machine...

More Learning Resources:
http://cs229.stanford.edu/proj2006/Mo...
http://www.wildml.com/2018/02/introdu...
Medium: predicting-price-movement-and-trading-using-reinforcement-learning-kearns-nevmyvaka-2013
https://hub.packtpub.com/develop-stoc...
https://iknowfirst.com/deep-reinforce...
Machine Learning and Pattern Recognit...

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6 سال پیش در تاریخ 1397/04/25 منتشر شده است.
110,909 بـار بازدید شده
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