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dewey-ones:"153 - Mental processes & intelligence"
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1
Reinforcement
learning
and stochastic
optimization
: a unified framework for sequential decisions
by
Powell, Warren B.
Published 2022
John Wiley & Sons, Inc
Table of Contents:
“
... (Continued)* 362 -- 7.9
Learning
in Batches 380 -- 7.10 Simulation
Optimization
* 382 -- 7.11 Evaluating...
”
Call Number:
Q325.6
Read Now
2
Optimizing
data-to-
learning
-to-action : the modern approach to continuous performance improvement for businesses
by
Flinn, Steven
Published 2018
Apress, Distributed to the Book trade worldwide by Springer
Table of Contents:
“
...:
Optimizing
Learning
Throughput; Additional Strategies; Parallel Versus Sequential Debottlenecking;
Learning
...
”
Call Number:
HD30.23
Read Now
3
Business data science : combining machine learning and economics to optimize, automate, and accelerate business decisions
by
Taddy, Matt
Published 2019
McGraw-Hill Education
Subjects:
“
...Decision making / Econometric
models
/ fast...
”
Call Number:
HD30.23
Read Now
4
Developing human capital : using analytics to plan and optimize your learning and development investments
by
Pease, Gene
Published 2014
John Wiley & Sons
Table of Contents:
“
... Investments; Getting the Data for
Optimization
; Predictive Analytics-A
Learning
Game Changer; Pioneers...
”
Call Number:
HF5549.5.M3
Read Now
5
Statistical reinforcement
learning
: modern machine learning approaches
by
Sugiyama, Masashi
Published 2015
CRC Press
Table of Contents:
“
...Part IV:
Model
-Based Reinforcement
Learning
Chapter 10: Transition
Model
Estimation; Chapter 11...
”
Call Number:
Q325.6
Read Now
6
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:
“
...Eligibility Trace -- 5.3.5 Cartpole Balancing -- 5.4 Policy
Learning
-- 5.4.1 Policy Gradient...
”
Call Number:
Q325.6
Read Now
7
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:
“
... tuning in scikit-
learn
-- Comparing tuned and untuned
models
-- Summary -- Chapter 3: Working...
”
Call Number:
QA76.9.D343
Read Now
8
Modeling
techniques in predictive analytics : business problems and solutions with R
by
Miller, Thomas W.
Published 2014
Pearson Education
Subjects:
“
...Forecasting / Mathematical
models
/ http://id.loc.gov/authorities/subjects/sh2015001046...
”
Call Number:
HD30.23
Read Now
9
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
10
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:
“
... -- Preface -- Part 1: Getting Started with Numerical Simulation -- Chapter 1: Introducing Simulation
Models
...
”
Call Number:
QA76.73.P98
Read Now
11
Business analytics with management science
models
and methods
by
Asllani, Arben
Published 2015
Pearson Education
Table of Contents:
“
...Note continued: Solving Linear Programming
Models
with Excel -- Big
Optimizations
with Big Data...
”
Call Number:
HD38.7
Read Now
12
Microsoft Excel data analysis and business
modeling
by
Winston, Wayne L.
Published 2004
Microsoft Press
Table of Contents:
“
... an
Optimal
Bid -- 60. Simulating Stock Prices and Asset Allocation
Modeling
-- 61. Fun and Games: Simulating...
”
Call Number:
HD30.215
Read Now
13
Microsoft Excel data analysis and business
modeling
: (Office 2021 and Microsoft 365)
by
Winston, Wayne L.
Published 2022
Pearson Education Inc.
“
... rate sports teams Run Monte Carlo simulations on stock prices and bidding
models
Learn
about basic...
”
Call Number:
HD30.215
Read Now
14
Microsoft Excel 2010 : data analysis and business modeling
by
Winston, Wayne L.
Published 2011
Microsoft Press
Table of Contents:
“
...Incorporating qualitative factors into multiple regression --
Modeling
nonlinearities...
”
Call Number:
HD30.215
Read Now
15
Microsoft Office Excel 2007 : data analysis and business modeling
by
Winston, Wayne L.
Published 2007
Microsoft Press
Table of Contents:
“
... an
optimal
bid -- 62. Simulating stock prices and asset allocation
modeling
-- 63. Fun and games : simulating...
”
Call Number:
HD30.215
Read Now
16
Decisions, uncertainty, and the brain : the science of neuroeconomics
by
Glimcher, Paul W.
Published 2003
MIT Press
Subjects:
“
...Brain / Mathematical
models
...
”
Call Number:
QP360.5
Read Now
17
The Structure of Intelligence : A New Mathematical Model of Mind
by
Goertzel, Ben
Published 1993
Springer New York
Table of Contents:
“
... of Programs? -- 2.
Optimization
-- 2.0 Thought as
Optimization
-- 2.1 Monte Carlo and Multistart -- 2.2...
”
Read Now
18
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:
“
... TensorFlow --
Model
Creation --
Model
Training -- Loss Function Definition --
Optimizer
Choice --
Learning
...
”
Call Number:
Q325.6
Read Now
19
The art of reinforcement
learning
: fundamentals, mathematics, and implementations with Python
by
Hu, Michael
Published 2023
Apress
Table of Contents:
“
...Part I: Foundation -- Chapter 1: Introduction to Reinforcement
Learning
-- Chapter 2: Markov...
”
Call Number:
Q325.6
Read Now
20
Deep reinforcement
learning
hands-on : apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more
by
Lapan, Maxim
Published 2018
Packt Publishing
Table of Contents:
“
...
Optimization
in RLBeyond
Model
-Free -- ImaginationAlphaGo Zero...
”
Call Number:
Q325.5
1
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