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Reinforcement learning

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1.
The art of reinforcement learning : fundamentals, mathematics, and implementations with Python
Author
Hu, Michael
Published
New York, NY : Apress, [2023]
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
2.
Distributional reinforcement learning
Author
Bellemare, Marc G.
Published
Cambridge, Massachusetts : The MIT Press, [2023]
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
3.
Foundations of reinforcement learning with applications in finance
Author
Rao, Ashwin
Published
Boca Raton, FL : CRC Press, 2023.
©2023
Online
Online book
Location
Yale Internet Resource >> None Online resource
Format
Books / Online
4.
Reinforcement learning for finance : solve problems in finance with CNN and RNN using the TensorFlow library
Author
Ahlawat, Samit
Published
Berkeley, CA : Apress L. P., [2023]
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
5.
Control systems and reinforcement learning
Author
Meyn, Sean
Published
Cambridge : Cambridge University Press, 2022.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
6.
Kyōka gakushū hen
Title
強化学習編
Author
Saitō, Kōki, 1984-
斎藤康毅, 1984-
Published
Tōkyō-to Shinjuku-ku : Orairī Japan, 2022.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
7.
Deep reinforcement learning with Python : with Pytorch, Tensorflow and OpenAI Gym
Author
Sanghi, Nimish
Published
[S.l.] : Apress, 2021.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
8.
Multi-agent coordination : a reinforcement learning approach
Author
Sadhu, Arup Kumar
Published
Hoboken, NJ : Wiley : IEEE Press, 2021.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
9.
Reinforcement learning and stochastic optimization : a unified framework for sequential decisions
Author
Powell, Warren B., 1955-
Published
Hoboken, New Jersey : John Wiley & Sons, Inc, [2022]
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
10.
State-of-the-art deep learning models in Tensorflow : modern machine learning in the Google colab ecosystem
Author
Paper, David
Published
[United States] : Apress, 2021.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
11.
Deep Reinforcement Learning in Action
Author
Brown, Brandon
Published
Manning Publications, 2020.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
12.
Deep reinforcement learning in action
Author
Zai, Alexander
Published
[Shelter Island, New York] : Manning Publications, 2020.
Online
Streaming audio
Location
Yale Internet Resource >> None
Format
Audio / Online
13.
Foundations of deep reinforcement learning : theory and practice in Python
Author
Graesser, Laura
Published
Boston : Addison-Wesley, [2020]
©2020
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
14.
Hands-on reinforcement learning for games : implementing self-learning agents in games using artificial intelligence techniques
Author
Lanham, Micheal
Published
Birmingham, UK : Packt Publishing, 2020.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
15.
Identification of worst impact zones for power grids during extreme weather events using Q-learning : preprint
Author
Paul, Shuva
Published
Golden, CO : National Renewable Energy Laboratory, 2020.
Online
https://purl.fdlp.gov/GPO/gpo143071
Location
Yale Internet Resource >> None
Format
Books / Online
16.
Identification of worst impact zones for power grids during extreme weather events using Q-learning : preprint
Author
Paul, Shuva
Published
Golden, CO : National Renewable Energy Laboratory, 2020.
Online
https://purl.fdlp.gov/GPO/gpo143071
Location
Yale Internet Resource >> None
Format
Books / Online
17.
Restoring distribution system under renewable uncertainty using reinforcement learning
Author
Zhang, Xiangyu (of National Renewable Energy Laboratory)
Published
[Golden, Colo.] : National Renewable Energy Laboratory, 2020.
Online
https://purl.fdlp.gov/GPO/gpo178124
Location
Yale Internet Resource >> None
Format
Books / Online
18.
Applied reinforcement learning with Python : with OpenAI Gym, Tensorflow and Keras
Author
Beysolow, Taweh
Published
[Berkely, California] : Apress, [2019]
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
19.
Deep learning and the game of Go
Author
Pumperla, Max
Published
Shelter Island, NY : Manning Publications Co., [2019]
©2019
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
20.
Hands-on deep learning for games : leverage the power of neural networks and reinforcement learning to build intelligent games
Author
Lanham, Michael
Published
Birmingham, UK : Packt Publishing, 2019.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
21.
Hands-on Q-learning with Python : practical Q-learning with OpenAI Gym, Keras, and TensorFlow
Author
Habib, Nazia
Published
Birmingham, UK : Packt Publishing, 2019.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
22.
Quasi-stochastic approximation and off-policy reinforcement learning : preprint
Author
Bernstein, Andrey
Published
Golden, CO : National Renewable Energy Laboratory, 2019.
Online
https://purl.fdlp.gov/GPO/gpo141751
Location
Yale Internet Resource >> None Online Resource
Format
Books / Online
23.
Quasi-stochastic approximation and off-policy reinforcement learning : preprint
Author
Bernstein, Andrey
Published
Golden, CO : National Renewable Energy Laboratory, 2019.
Online
https://purl.fdlp.gov/GPO/gpo141751
Location
Yale Internet Resource >> None
Format
Books / Online
24.
Reinforcement learning algorithms with Python : learn, understand, and develop smart algorithms for addressing AI challenges
Author
Lonza, Andrea
Published
Birmingham, UK : Packt Publishing, 2019.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online
25.
Tensorflow reinforcement learning quick start guide : get up and running with training and deploying intelligent, self-learning agents using python
Author
Balakrishnan, Kaushik
Published
Birmingham, England ; Mumbai : Packt, 2019.
Online
Online book
Location
Yale Internet Resource >> None
Format
Books / Online