Upper Confidence Interval Strategies for Multi-Armed Bandits with Entropy Rewards

Keyphrases

• Confidence Interval 100%
• Multi-arm Bandit 100%
• Entropy Value 100%
• Self-information 50%
• Performance Guarantee 50%
• Numerical Results 50%
• Data Dependency 50%
• Asymptotic Behavior 50%
• Information-centric 50%
• Upper Bounding 50%
• Multi-armed Bandit Problem 50%
• Regret 50%
• Entropy Estimation 50%
• Expected Regret 50%
• Total Rewards 50%
• Bias Term 50%
• Upper Confidence Bound 50%

Mathematics

• Confidence Interval 100%
• Asymptotic Behavior 100%
• Dependent Data 100%
• Upper Confidence Bound 100%
• Self-Information 100%