On the Worst-case Analysis of Temporal-difference Learning Algorithms

Keyphrases

• Learning Algorithm 100%
• Temporal Difference Learning 100%
• Worst-case Analysis 100%
• Training Sequence 66%
• Learning Problems 33%
• Online Learning 33%
• Worst-case Behavior 33%
• Temporal Difference 33%
• Statistical Assumptions 33%
• Discounted-sum 33%
• Best Linear Predictor 33%

Computer Science

• Learning Algorithm 100%
• temporal difference learning 100%
• Training Sequence 66%
• Learning Problem 33%
• Online Learning 33%
• Learning Framework 33%
• temporal difference 33%
• Modified Version 33%
• Linear Predictor 33%

Mathematics

• Worst Case 100%
• Case Analysis 100%
• Training Sequence 100%
• Upper Bound 50%
• Best Linear Predictor 50%