Approximate Dynamic Programming: Solving the Curses of Dimensionality: Second Edition

Mathematics

• Active Learning 12%
• Approximate Dynamic Programming 100%
• Approximation 3%
• Class 6%
• Computer Science 7%
• Computing 4%
• Concepts 8%
• Continue 6%
• Coverage 22%
• Curse of Dimensionality 77%
• Decision Making 7%
• Demonstrate 4%
• Design 4%
• Distinct 5%
• Dynamic Model 8%
• Dynamic Programming 23%
• Engineering 6%
• Exploitation 9%
• Function Approximation 26%
• Gradient 5%
• Integrate 8%
• Knowledge 5%
• Language 5%
• Learning Strategies 12%
• Libraries 8%
• Life 6%
• Look-ahead 10%
• Markov Decision Process 9%
• Mathematical Programming 8%
• Model 2%
• Modeling 4%
• Notation 7%
• Operations Research 35%
• Optimal Policy 8%
• Optimal Strategy 8%
• Optimization Problem 5%
• Policy 52%
• Programming Model 8%
• Range of data 4%
• Rate of Convergence 5%
• Reinforcement Learning 23%
• Review 5%
• Simulation 9%
• Simulation Optimization 22%
• Software 6%
• Statistical method 7%
• Statistics 10%
• Stochastic Control 8%
• Stochastic Optimization 9%
• Stochastic Programming 9%
• Stochastic Search 21%
• Stochastic Simulation 19%
• Uncertainty 6%
• Value Function 21%