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dewey-ones:"153 - Mental processes & intelligence"
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1
The Reinforcement Learning Workshop : Learn How to Apply Cutting-Edge Reinforcement Learning Algorithms to a Wide Range of Control Problems
by
Palmas, Alessandro
Published 2020
Packt Publishing, Limited
Table of Contents:
“
... -- Bellman Optimality Equation -- Solving the Bellman Optimality Equation -- Solving MDPs --
Algorithm
...
”
Call Number:
Q325.6
Read Now
2
Time Series Analysis on AWS : Learn How to Build Forecasting Models and Detect Anomalies in Your Time Series Data
by
Hoarau, Michaël
Published 2022
Packt Publishing, Limited
Table of Contents:
“
...
Table
of Contents An Overview of Time Series Analysis An Overview of Amazon Forecast Creating a...
”
Call Number:
HD30.215
Read Now
3
Hands-on artificial intelligence with Java for beginners : build intelligent apps using machine learning and deep learning with Deeplearning4j
by
Joshi, Nisheeth
Published 2018
Packt Publishing
Table of Contents:
“
...Cover; Title Page; Copyright and Credits; Packt Upsell; Contributors;
Table
of Contents; Preface...
”
Call Number:
QA76.73.J38
Read Now
4
Reinforcement learning for finance : solve problems in finance with CNN and RNN using the TensorFlow library
by
Ahlawat, Samit
Published 2023
Apress L. P.
Table of Contents:
“
... Theorem -- 5.4.2 REINFORCE
Algorithm
-- 5.4.3 Policy Gradient with State-Action Value Function...
”
Call Number:
Q325.6
Read Now
5
Hands-On Simulation Modeling with Python : Develop Simulation Models for Improved Efficiency and Precision in the Decision-Making Process
by
Ciaburro, Giuseppe
Published 2022
Packt Publishing, Limited
Table of Contents:
“
... -- Random number generation
algorithms
-- Linear congruential generator -- Random numbers with uniform...
”
Call Number:
QA76.73.P98
Read Now
6
THE ART OF DATA-DRIVEN BUSINESS : transform your organization into a data-driven one with the power of Python machine learning
by
Palacio, Alan Bernardo
Published 2023
PACKT PUBLISHING LIMITED
Table of Contents:
“
...
Table
of Contents Data Analysis and Visualization with Pandas and Seaborn Machine Learning with Sci...
”
Call Number:
HD30.23
Read Now
7
Hands-on simulation modeling with Python : develop simulation models to get accurate results and enhance decision-making processes
by
Ciaburro, Giuseppe
Published 2020
Packt Publishing
Table of Contents:
“
... -- Summary -- Section 2: Simulation Modeling
Algorithms
and Techniques -- Chapter 4: Exploring Monte Carlo...
”
Call Number:
QA76.73.P98
Read Now
8
Predictive analytics for the modern enterprise : a practiioner's guide to designing and implementing solutions
by
Ali, Nooruddin Abbas
Published 2024
O'Reilly Media, Inc.
Table of Contents:
“
...Intro -- Copyright --
Table
of Contents -- Preface -- Who Is This Book For? -- How This Book...
”
Call Number:
HD30.23
Read Now
9
Risk assessment and decision analysis with Bayesian networks
by
Fenton, Norman E.
,
Neil, Martin
Published 2013
CRC Press
Table of Contents:
“
... -- Chapter 8. Building and Eliciting Node Probability
Tables
-- Chapter 9. Numeric Variables and Continuous...
”
Call Number:
QA279.5
Read Now
10
Reinforcement learning and stochastic optimization : a unified framework for sequential decisions
by
Powell, Warren B.
Published 2022
John Wiley & Sons, Inc
Table of Contents:
“
... -- 16.6 Value Function Approximations Based on Bayesian Learning* 852 -- 16.7 Learning
Algorithms
...
”
Call Number:
Q325.6
Read Now
11
Hands-on intelligent agents with OpenAI Gym : a step-by-step guide to develop AI agents using deep reinforcement learning
by
Palanisamy, Praveen
Published 2018
Packt Publishing
Table of Contents:
“
...: Implementing an Intelligent -- Autonomous Car Driving Agent using Deep Actor-Critic
Algorithm
-- The deep n...
”
Call Number:
Q325.5
Read Now
12
Goal-based decision making : an interpersonal model
by
Slade, Stephen
Published 1994
L. Erlbaum
Table of Contents:
“
...Cover; Goal-Based Decision Making: An Interpersonal Model; Copyright; Contents; List of
Tables
...
”
Call Number:
BF448
Read Now
13
Reinforcement learning with TensorFlow : a beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym
by
Dutta, Sayon
Published 2018
Packt Publishing
Table of Contents:
“
...Continuous action space
algorithms
-- Trust region policy optimization -- Deterministic policy...
”
Call Number:
Q325.6
Read Now
14
Mastering predictive analytics with scikit-learn and TensorFlow : implement machine learning techniques to build advanced predictive models using Python
by
Fontaine, Alan
Published 2018
Packt Publishing Ltd.
Table of Contents:
“
...Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributor --
Table
of Contents...
”
Call Number:
QA76.9.D343
Read Now
15
Deep learning and the game of Go
by
Pumperla, Max
,
Ferguson, Kevin
Published 2019
Manning Publications Co.
Table of Contents:
“
... -- Dedication -- Brief
Table
of Contents --
Table
of Contents -- front matter -- Foreword -- Preface...
”
Call Number:
Q325.5
Read Now
16
Data-driven business decisions
by
Lloyd, Chris J.
Published 2011
John Wiley & Sons
Table of Contents:
“
....The Bayes Method as an
Algorithm
-- 4.3.Example 1: A Simple Gambling Game -- 4.4.Example 2: Bayes...
”
Call Number:
HD30.23
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