MPG.eBooks - Search Results - ((models optimization) or (((modeling optimization) OR (learning optimization))))

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...”

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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...”

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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...”

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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...”

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5

Statistical reinforcement learning : modern machine learning approaches

by Sugiyama, Masashi
Published 2015

CRC Press

Table of Contents: “...Part IV: Model-Based Reinforcement LearningChapter 10: Transition Model Estimation; Chapter 11...”

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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...”

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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...”

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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...”

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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...”

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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...”

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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...”

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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...”

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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...”

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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...”

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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...”

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16

Decisions, uncertainty, and the brain : the science of neuroeconomics

by Glimcher, Paul W.
Published 2003

MIT Press

Subjects: “...Brain / Mathematical models...”

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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...”

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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...”

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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...”

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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...”

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