From Shortest Paths to Reinforcement Learning: A Matlab-Based Tutorial on Dynamic Programming (Euro Advanced Tutorials on Operational Research)

Paolo Brandimarte

$126.49

Publication Date: January 12th, 2021

Publisher:

Springer

ISBN:

9783030618667

Pages:

207

Available in 3-7 business days

Description

The dynamic programming principle.- Implementing dynamic programming.- Modeling for dynamic programming.- Numerical dynamic programming for discrete states.- Approximate dynamic programming and reinforcement learning for discrete states.- Numerical dynamic programming for continuous states.- Approximate dynamic programming and reinforcement learning for continuous states.

About the Author

Paolo Brandimarte is full professor at the Department of Mathematical Sciences of Politecnico di Torino, Italy, where he teaches courses on Business Analytics, Risk Management, and Operations Research. He is the author of more than ten books on the application of optimization and simulation methods to problems ranging from quantitative finance to production and supply chain management.

From Shortest Paths to Reinforcement Learning: A Matlab-Based Tutorial on Dynamic Programming (Euro Advanced Tutorials on Operational Research)

Description

About the Author

Other Books in Series

From Shortest Paths to Reinforcement Learning: A Matlab-Based Tutorial on Dynamic Programming (Euro Advanced Tutorials on Operational Research)

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Orienteering Problems: Models and Algorithms for Vehicle Routing Problems with Profits (Euro Advanced Tutorials on Operational Research)

Orienteering Problems: Models and Algorithms for Vehicle Routing Problems with Profits (Euro Advanced Tutorials on Operational Research)

Risk Management for Pension Funds: A Continuous Time Approach with Applications in R (Euro Advanced Tutorials on Operational Research)

Even Convexity and Optimization: Handling Strict Inequalities (Euro Advanced Tutorials on Operational Research)

Combinatorial Models for Scheduling Sports Tournaments (Euro Advanced Tutorials on Operational Research)

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Supply Chain Finance: Integrating Operations and Finance in Global Supply Chains (Euro Advanced Tutorials on Operational Research)

Linear and Mixed Integer Programming for Portfolio Optimization (Euro Advanced Tutorials on Operational Research)

Metaheuristics for Business Analytics: A Decision Modeling Approach (Euro Advanced Tutorials on Operational Research)

Supply Chain Finance: Integrating Operations and Finance in Global Supply Chains (Euro Advanced Tutorials on Operational Research)

Matheuristics: Algorithms and Implementations (Euro Advanced Tutorials on Operational Research)

Traffic Flow Modelling: Introduction to Traffic Flow Theory Through a Genealogy of Models (Euro Advanced Tutorials on Operational Research)

Facility Layout: Mathematical Optimization Techniques and Engineering Applications (Euro Advanced Tutorials on Operational Research)

Facility Layout: Mathematical Optimization Techniques and Engineering Applications (Euro Advanced Tutorials on Operational Research)

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