Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)

Category: Computer Science
Author: Richard S. Sutton, Francis Bach


by Yadi   2018-10-04
In machine learning, hands down these are some of the best related textbooks:

- [0] Pattern Recognition and Machine Learning (Information Science and Statistics)

and also:

- [1] The Elements of Statistical Learning

- [2] Reinforcement Learning: An Introduction by Barto and Sutton

- [3] The Deep Learning by Aaron Courville, Ian Goodfellow, and Yoshua Bengio

- [4] Neural Network Methods for Natural Language Processing (Synthesis Lectures on Human Language Technologies) by Yoav Goldberg

Then some math tid-bits:

[5] Introduction to Linear Algebra by Strang

----------- links:

- [0] [PDF](

- [2] [amz](

- [2] [site](

- [3] [pdf](

- [5] [amz](