On function approximation in reinforcement learning: Optimism in the face of large state spaces

Mathematics

• Polynomial 100%
• Function Value 100%
• Approximation Function 100%
• Neural Network 50%
• Least Square 50%
• Classical Theory 50%
• Total Number 50%
• Approximation of Function 50%
• Deep Neural Network 50%

Keyphrases

• Modern Functions 40%
• Tabular Representation 20%
• Least Square Value 20%
• Data Generating Model 20%

Computer Science

• Linear Representation 20%