Risk-Averse Explore-Then-Commit Algorithms for Finite-Time Bandits

Keyphrases

• Risk-averse 100%
• Bandits 100%
• Explore-then-Commit 100%
• Most Probable 66%
• Regret 66%
• Minimum number 33%
• Number of Experiments 33%
• Finite number 33%
• Numerical Evaluation 33%
• Risk-return Trade-off 33%
• Expected Payoff 33%
• Risk Aversion 33%
• Robust Behavior 33%
• Hyperparameters 33%
• Multi-armed Bandit Problem 33%
• High Reward 33%
• Exploration Phase 33%
• Bandit Algorithms 33%

Mathematics

• Finite Time 100%
• Upper Bound 66%
• Finite Number 33%
• Tradeoff 33%
• Risk Aversion 33%